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"Pitrelli", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Salim", "middle": [], "last": "Pujar", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Andrzej", "middle": [], "last": "Roukos", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Avi", "middle": [], "last": "Sakrajda", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Rosario", "middle": [], "last": "Sil", "suffix": "", "affiliation": {}, "email": "" } ], "year": "", "venue": null, "identifiers": {}, "abstract": "", "pdf_parse": { "paper_id": "2020", "_pdf_hash": "", "abstract": [], "body_text": [ { "text": "Dan Jurafsky ACL 2020 General Chair July 2020 v", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "", "sec_num": null }, { "text": "Welcome to the 58th Annual Meeting of the Association for Computational Linguistics! ACL 2020 has a special historical significance as this is a particularly exciting period for our field: our field has grown dramatically, NLP research is now ubiquitous in products, and the barrier to entry to the field has lowered considerably. Finally, ACL 2020 is the first ever virtual conference in the community's history. As the world combats the COVID-19 pandemic we are very grateful for all of your support and contributions which make ACL 2020 exciting and memorable.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "ACL 2020 received 3,429 submissions-an all-time record for ACL-related conferences! This number represents more than a two-fold increase in submissions from just two years ago. The submissions were assigned to one of 25 topic tracks. This year, we introduced four new tracks: (1) Ethics and NLP. Research to assess the associated ethical assumptions and consequences of our NLP applications is crucial as these NLP applications become more and more pervasive and impactful in our society.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "(2) Interpretation and Analysis of Models for NLP. As the community strives to push performance boundaries, understanding behaviors of state-of-the-art models becomes critical. (3) Theory and Formalism (Linguistic and Mathematical). The creation of this track reflects that theoretical research in NLP belongs at ACL and ensures a group of dedicated reviewers for the fair assessment of theory papers. (4) Theme: Taking Stock of Where We've Been and Where We're Going. The last few years have witnessed unprecedented growth since the field began over sixty years ago. This track is designed to invite submissions that can provide insight for the community to assess how much we have accomplished today with respect to the past and where the field should be heading.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "To meet the reviewer demands of a growing conference without compromising review quality, we initiated a large-scale reviewer recruiting effort. All authors, except for those who explicitly chose to opt-out due to various reasons, were required to review if called upon. We asked all authors to fill out both a global profile and a local profile form that would allow the review system to best detect conflicts of interest (COIs) and to match submissions to reviewers. We thank the overwhelming support from the community. This effort led to a pool of more than 11K candidate reviewers, from which 2,519 primary reviewers were called upon and participated in the review process. Together with Senior Area Chairs (SACs), Area Chairs (ACs), primary reviewers, and secondary reviewers, we have the largest ever program committee in the history of ACL with 3319 members, marking a 47% increase over ACL 2019 (2,256 members).", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "In addition, we launched a new pilot mentoring program. It is of central importance for our community to mentor and train our new reviewers in order to keep up with the community's rapid growth, both in terms of submissions and in terms of new members of the community, and in order to maintain review quality. In this mentoring program, we pair Area Chairs with mentees (often a Ph.D. student, or a junior researcher who has just graduated) during the review process. The goal is to provide mentoring to new reviewers. The response was very positive. Over 280 ACs and 290 junior reviewers participated in the program. The results of this pilot will inform ACL on constructing more scalable mentoring efforts in the future.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "After the review process, 779 papers were accepted which includes 571 long papers and 208 short papers. The acceptance rate is 22.7% based on 3,429 submissions. 1 As in previous years, the acceptance rate for long papers is higher than that for short papers (25.4% vs. 17.6%). Overall, ACL continues to be a highly competitive conference. From the accepted papers, and based on the nominations from Senior Area Chairs, five award-winning papers were selected by a best paper committee, including one best paper and one best theme paper.", "cite_spans": [ { "start": 161, "end": 162, "text": "1", "ref_id": null } ], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "Continuing the tradition, ACL 2020 will also feature 31 papers that were published at Transactions of the 1 Removing the 29 desk rejects and 312 withdrawals, the acceptance rate becomes 25.2% vi Association for Computational Linguistics (TACL) and, for the first time in ACL history, 7 papers from the journal of Computational Linguistics (CL) . Another highlight of our program is the two exciting keynote talks: one by Professor Kathleen McKeown from Columbia University, and the other one by Professor Josh Tenenbaum from MIT.", "cite_spans": [ { "start": 186, "end": 191, "text": "25.2%", "ref_id": null }, { "start": 237, "end": 243, "text": "(TACL)", "ref_id": null }, { "start": 339, "end": 343, "text": "(CL)", "ref_id": null } ], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "Putting together a program for the virtual conference is a new challenge this year. We are fortunate that we were able to learn a lot from ICLR which had a virtual meeting ahead of us. One main issue was making the program accessible to attendees/authors from different time zones. Inspired by the ICLR model, we structured the program with pre-recorded video presentations and live Q&A sessions for individual papers. We thank the authors for providing us their time-slot preferences in a timely manner. Our plenary sessions include live-streamed keynote talks and Q&As, award ceremonies, and business meetings. ACL 2020 would not be possible without the support from the community. There are many people we would like to thank for their significant contributions!", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our awesome 40 Senior Area Chairs who were instrumental in every aspect of the review process.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "For many of them, the scope of their responsibilities was equivalent to chairing a mini-conference. We could always count on them for their input to final decisions, selection of best papers, and outstanding reviewers.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 The 299 Area Chairs who led paper review discussions, wrote meta-reviews, and mentored junior reviewers.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our 2,519 primary reviewers and 458 secondary reviewers who provided valuable feedback to the authors. Special thanks to those who stepped in at the last minute to serve as emergency reviewers.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our fantastic Best Paper Committee: Christy Doran (chair), Chris Callison-Burch, Yvette Graham, Julia Hirschberg, Rebecca Hwa, Min Yen Kan, Emily Pitler, Dragomir Radev, Philip Resnik, and Yulia Tsvetkov for selecting five award-winning papers under a tight schedule.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 ACL Executive Review Committee. In particular, Amanda Stent and Arya McCarthy for making the COI detection software available and Graham Neubig for the automatic reviewer-paper assignment software. These tools were instrumental in assigning papers to reviewers.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our student assistants Shane Storks, Sayan Gosh, Tianchun Huang, Sky Wang, and Tianrong Zhang who helped check the compliance of every single submission.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our 7,711 authors who submitted their work for review at ACL 2020. Although we were only able to accept a fraction of the submissions, their hard work makes this conference exciting and our community strong.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 TACL editors-in-chief Mark Johnson, Ani Nenkova, and Brian Roark, TACL Editorial Assistant Cindy Robinson, and CL Editor-in-Chief Hwee Tou Ng for coordinating TACL and CL presentations with us.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 The Program co-Chairs of ACL 2019, Anna Korhonen and David Traum; of NAACL 2019, Christy Doran and Thamar Solorio; of EMNLP 2019, Jing Jiang, Vincent Ng, and Xiaojun Wan for generously sharing their experience, documentation, and advice in organizing ACL conferences and for answering our questions, often on short notice.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our Publication Chairs, Steven Bethard, Ryan Cotterell, and Rui Yan, for a smooth transition to the production of the final proceedings.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Matt Post, the ACL Anthology Director, for his always fast response to our questions.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Message from the Program Chairs", "sec_num": null }, { "text": "\u2022 Our Publicity Chair, Emily Bender, and our Web Chairs, Sudha Rao and Yizhe Zhang, for effectively communicating conference updates and other useful information.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 Infrastructure Chairs, Hao Feng and Sudha Rao, for taking a heavy load of moving our program online; and Hamid Palangi and Lianhui Qin for coordinating presentations with SlideLive.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 Rich Gerber at SoftConf, who was always quick to respond to our emails and resolve any difficulties we encountered with the START system.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 Priscilla Rasmussen for helpful discussion and insight into organizing an ACL at this scale.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 ICLR chairs, especially Alexander Rush, Shakir Mohamed, and Kyunghyun Cho, for sharing with us many invaluable tips for running a virtual conference.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 ACL Executive Committee, especially Hinrich Sch\u00fctze, the ACL president, and Barbara Di Eugenio, the liaison for conferences to help us sort through policy issues.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 Our students, interns, postdocs, colleagues, and families. Sorry for ignoring you the past year.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "We're back!", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "\u2022 And last but not least, our General Chair Dan Jurafsky.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "He has been open-minded and supportive, giving us the flexibility to innovate while providing an invaluable sounding board, and of course, successfully led the massive turn-around of ACL as a physical conference into a virtual one in just a few short months. ", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "vii", "sec_num": null }, { "text": "Note:", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Conference Program", "sec_num": null }, { "text": "Papers are prefixed with a tag identifying their source: main conference long papers, [Long] ; main conference short papers, [Short] ; main conference demo papers, [Demo] ; student research workshop papers [SRW] ; Transactions of the Association for Computational Linguistics articles, [TACL] ; and Computational Linguistics articles, [CL] . 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Ireneusz Gawlik [Long] Learning and Evaluating Emotion Lexicons for 91 Languages Sven Buechel, Susanna R\u00fccker and Udo Hahn [Long] Multi-Hypothesis Machine Translation Evaluation Marina Fomicheva, Lucia Specia and Francisco Guzm\u00e1n [Short] Multimodal Quality Estimation for Machine Translation Shu Okabe, Fr\u00e9d\u00e9ric Blain and Lucia Specia [Long] PuzzLing Machines: A Challenge on Learning From Small Data G\u00f6zde G\u00fcl\u015eahin, Yova Kementchedjhieva, Phillip Rust and Iryna Gurevych [Long] The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk and Lukas Lange [Long] The TechQA Dataset Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Flo- rian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, Scott McCarley, Michael McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John Pitrelli, Saurabh Pujar, Salim 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Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He and Bowen Zhou Monday, July 6, 2020 UTC+0 (continued) 09:00-10:00 Session 2B Dialogue and Interactive Systems-4", "links": null }, "BIBREF388": { "ref_id": "b388", "title": "Short] Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao, Divesh Lala and Tatsuya Kawahara [Short] Evaluating Dialogue Generation Systems via Response Selection Shiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki and Kentaro Inui [Long] Few-shot Slot Tagging with Collapsed Dependency Transfer and Labelenhanced Task-adaptive Projection Network Yutai Hou", "authors": [ { "first": "James", "middle": [], "last": "Liang", "suffix": "" }, { "first": "Zhou", "middle": [], "last": "Zou", "suffix": "" }, { "first": ";", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Yiming", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Cui", "suffix": "" }, { "first": "Dong", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Shijin", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Guoping", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Yongkui", "middle": [], "last": "Hu ; Wanxiang Che", "suffix": "" }, { "first": "Zhihan", "middle": [], "last": "Lai", "suffix": "" }, { "first": "Yijia", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Han", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jianshan", "middle": [], "last": "Liu ; Weiyu Jian", "suffix": "" }, { "first": "Taifeng", "middle": [], "last": "He", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Wang", "suffix": "" }, { "first": "; Yu", "middle": [], "last": "Chu", "suffix": "" }, { "first": "Shujie", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "", "middle": [], "last": "Zhou", "suffix": "" } ], "year": null, "venue": "Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy Xiexiong Lin", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang, James Zou and Zhou Yu [Short] Conversational Word Embedding for Retrieval-Based Dialog System Wentao Ma, Yiming Cui, Ting Liu, Dong Wang, Shijin Wang and Guoping Hu [Short] Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao, Divesh Lala and Tatsuya Kawahara [Short] Evaluating Dialogue Generation Systems via Response Selection Shiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki and Kentaro Inui [Long] Few-shot Slot Tagging with Collapsed Dependency Transfer and Label- enhanced Task-adaptive Projection Network Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu and Ting Liu [Long] Generating Informative 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Manning [Long] Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou and Sen Song Monday, July 6, 2020 UTC+0 (continued) 09:00-10:00 Session 2B Information Extraction-1", "links": null }, "BIBREF392": { "ref_id": "b392", "title": "Long] In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben", "authors": [ { "first": "Zhepei", "middle": [], "last": "Wei", "suffix": "" }, { "first": "Jianlin", "middle": [], "last": "Su", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Yuan", "middle": [], "last": "Tian", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Chang", "suffix": "" } ], "year": null, "venue": "Marc Desmulliez and Ioannis Konstas [Long] NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl, Sven Behnke and Joachim K\u00f6hler [Long] Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison, Jeremy Barnes, Aliaksandr Hubin and Samia Touileb", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Novel Cascade Binary Tagging Framework for Relational Triple Extrac- tion Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian and Yi Chang [Long] In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper, Julian Vincent, Jessica Chen-Burger, Marc Desmulliez and Ioannis Konstas [Long] NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl, Sven Behnke and Joachim K\u00f6hler [Long] Named Entity Recognition without Labelled Data: A Weak Supervision Ap- proach Pierre Lison, Jeremy Barnes, Aliaksandr Hubin and Samia Touileb", "links": null }, "BIBREF393": { "ref_id": "b393", "title": "Probing Linguistic Features of Sentence-Level Representations in Relation Extraction Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig [Long] Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan", "authors": [ { "first": "Zhijiang", "middle": [], "last": "Guo", "suffix": "" }, { "first": "Ivan", "middle": [], "last": "Sekulic", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Lu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Probing Linguistic Features of Sentence-Level Representations in Relation Extraction Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig [Long] Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan, Zhijiang Guo, Ivan Sekulic and Wei Lu", "links": null }, "BIBREF394": { "ref_id": "b394", "title": "A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig Monday", "authors": [ { "first": "", "middle": [], "last": "Tacred Revisited", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "TACRED Revisited: A Thorough Evaluation of the TACRED Relation Ex- traction Task Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig Monday, July 6, 2020 UTC+0 (continued) 09:00-10:00 Session 2B Machine Translation-2", "links": null }, "BIBREF395": { "ref_id": "b395", "title": "Boosting Neural Machine Translation with Similar Translations Jitao XU, Josep Crego and Jean Senellart [Short] Character-Level Translation with Self-attention Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu and Richard H.R. Hahnloser [Long] End-to-End Neural Word Alignment Outperforms GIZA++ Thomas Zenkel, Joern Wuebker and John DeNero", "authors": [ { "first": "Baijun", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Hao", "middle": [], "last": "Jia", "suffix": "" }, { "first": "Min", "middle": [], "last": "Tan", "suffix": "" }, { "first": "Min", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Boxing", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Weihua", "middle": [], "last": "Luo", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Zhang", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Bilingual Dictionary Based Neural Machine Translation without Using Par- allel Sentences Xiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang, Boxing Chen, Weihua Luo and Yue Zhang [Long] Boosting Neural Machine Translation with Similar Translations Jitao XU, Josep Crego and Jean Senellart [Short] Character-Level Translation with Self-attention Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu and Richard H.R. Hahnloser [Long] End-to-End Neural Word Alignment Outperforms GIZA++ Thomas Zenkel, Joern Wuebker and John DeNero", "links": null }, "BIBREF396": { "ref_id": "b396", "title": "Enhancing Machine Translation with Dependency-Aware Self-Attention Emanuele Bugliarello and Naoaki Okazaki", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Enhancing Machine Translation with Dependency-Aware Self-Attention Emanuele Bugliarello and Naoaki Okazaki", "links": null }, "BIBREF397": { "ref_id": "b397", "title": "UTC+0 (continued) [Short] Self-Attention with Cross-Lingual Position Representation Liang Ding, Longyue Wang and Dacheng Tao [Short", "authors": [ { "first": "Philip", "middle": [], "last": "Williams", "suffix": "" }, { "first": "Ivan", "middle": [], "last": "Titov", "suffix": "" }, { "first": "Rico Sennrich ; Heng", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Shanbo", "middle": [], "last": "Cheng", "suffix": "" }, { "first": "Weihua", "middle": [], "last": "Luo", "suffix": "" }, { "first": ";", "middle": [], "last": "Derek", "suffix": "" }, { "first": "F", "middle": [], "last": "Wong", "suffix": "" }, { "first": "Lidia", "middle": [ "S" ], "last": "Chao ; Goran Glava\u0161", "suffix": "" }, { "first": "Maxime", "middle": [], "last": "Peyrard", "suffix": "" }, { "first": "Yang", "middle": [], "last": "Gao", "suffix": "" }, { "first": "Robert", "middle": [], "last": "West", "suffix": "" }, { "first": "Steffen", "middle": [], "last": "Eger", "suffix": "" } ], "year": 2020, "venue": "00 Session 2B NLP Applications-2 [Long] Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin", "volume": "09", "issue": "", "pages": "0--10", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Massively Multilingual Neural Machine Translation and Zero- Shot Translation Biao Zhang, Philip Williams, Ivan Titov and Rico Sennrich [Short] It's Easier to Translate out of English than into it: Measuring Neural Trans- lation Difficulty by Cross-Mutual Information Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell and Naoaki Okazaki [Short] Language-aware Interlingua for Multilingual Neural Machine Translation Changfeng Zhu, Heng Yu, Shanbo Cheng and Weihua Luo [Long] Norm-Based Curriculum Learning for Neural Machine Translation Xuebo Liu, Houtim Lai, Derek F. Wong and Lidia S. Chao [Long] On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao, Goran Glava\u0161, Maxime Peyrard, Yang Gao, Robert West and Steffen Eger [Short] Parallel Sentence Mining by Constrained Decoding Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield and Faheem Kirefu Monday, July 6, 2020 UTC+0 (continued) [Short] Self-Attention with Cross-Lingual Position Representation Liang Ding, Longyue Wang and Dacheng Tao [Short] \"You Sound Just Like Your Father\" Commercial Machine Translation Sys- tems Include Stylistic Biases Dirk Hovy, Federico Bianchi and Tommaso Fornaciari 09:00-10:00 Session 2B NLP Applications-2 [Long] Fast and Accurate Deep Bidirectional Language Representations for Unsu- pervised Learning Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon and Kyomin Jung [Long] Fine-grained Interest Matching for Neural News Recommendation Heyuan Wang, Fangzhao Wu, Zheng Liu and Xing Xie", "links": null }, "BIBREF398": { "ref_id": "b398", "title": "Modeling Code-Switch Languages Using Bilingual Parallel Corpus Grandee Lee and Haizhou Li [Long] SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check Xingyi Cheng", "authors": [ { "first": "Weidi", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Kunlong", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Shaohua", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Feng", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Taifeng", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Chu", "suffix": "" }, { "first": "Yuan", "middle": [], "last": "Qi", "suffix": "" } ], "year": null, "venue": "Spelling Error Correction with Soft-Masked BERT Shaohua Zhang, Haoran Huang, Jicong Liu and Hang Li", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Modeling Code-Switch Languages Using Bilingual Parallel Corpus Grandee Lee and Haizhou Li [Long] SpellGCN: Incorporating Phonological and Visual Similarities into Lan- guage Models for Chinese Spelling Check Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu and Yuan Qi [Long] Spelling Error Correction with Soft-Masked BERT Shaohua Zhang, Haoran Huang, Jicong Liu and Hang Li", "links": null }, "BIBREF400": { "ref_id": "b400", "title": "A Diverse Corpus for Evaluating and Developing", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Diverse Corpus for Evaluating and Developing English Math Word Prob- lem Solvers Shen-yun Miao, Chao-Chun Liang and Keh-Yih Su", "links": null }, "BIBREF401": { "ref_id": "b401", "title": "Laurent Romary and Beno\u00eet Sagot [Long] Improving Image Captioning Evaluation by Considering Inter References Variance Yanzhi Yi, Hangyu Deng and Jinglu Hu [Long] Revisiting the Context Window for Cross-lingual Word Embeddings Ryokan Ri and Yoshimasa Tsuruoka [Short] Will-They-Won't-They: A Very Large Dataset for Stance Detection on", "authors": [], "year": null, "venue": "Session 2B Theory and Formalism in NLP (Linguistic and Mathematical", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Monolingual Approach to Contextualized Word Embeddings for Mid- Resource Languages Pedro Javier Ortiz Su\u00e1rez, Laurent Romary and Beno\u00eet Sagot [Long] Improving Image Captioning Evaluation by Considering Inter References Variance Yanzhi Yi, Hangyu Deng and Jinglu Hu [Long] Revisiting the Context Window for Cross-lingual Word Embeddings Ryokan Ri and Yoshimasa Tsuruoka [Short] Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twit- ter Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd and Nigel Collier 09:00-10:00 Session 2B Theory and Formalism in NLP (Linguistic and Mathematical)-2", "links": null }, "BIBREF402": { "ref_id": "b402", "title": "Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese Tatsuki Kuribayashi, Takumi Ito", "authors": [ { "first": "Xiaofei", "middle": [], "last": "Li", "suffix": "" }, { "first": "Yuxian", "middle": [], "last": "Sun", "suffix": "" }, { "first": "Junjun", "middle": [], "last": "Meng", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Liang", "suffix": "" }, { "first": "Jiwei", "middle": [], "last": "Wu", "suffix": "" }, { "first": "", "middle": [], "last": "Li", "suffix": "" } ], "year": null, "venue": "A Three-Parameter Rank-Frequency Relation in Natural Languages Chenchen Ding", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Three-Parameter Rank-Frequency Relation in Natural Languages Chenchen Ding, Masao Utiyama and Eiichiro Sumita [Long] Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li, Xiaofei Sun, Yuxian 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"middle": [], "last": "Liu", "suffix": "" }, { "first": "; Yu", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Shujie", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Daniela", "middle": [], "last": "Zhou ; Tyler Farghly", "suffix": "" }, { "first": "Ivan", "middle": [], "last": "Gerz", "suffix": "" }, { "first": "Matthew", "middle": [], "last": "Vuli\u0107", "suffix": "" }, { "first": "", "middle": [], "last": "Henderson", "suffix": "" } ], "year": null, "venue": "Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Generative Model for Joint Natural Language Understanding and Gener- ation Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang and David Vandyke [Long] Beyond User Self-Reported 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"middle": [], "last": "Li", "suffix": "" }, { "first": "Yao", "middle": [], "last": "Hao", "suffix": "" }, { "first": "", "middle": [], "last": "Chen", "suffix": "" } ], "year": 2020, "venue": "Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang, Xiaoyang Wang", "volume": "13", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Study of Non-autoregressive Model for Sequence Generation Yi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, sheng zhao and Tie-Yan Liu [Long] Expertise Style Transfer: A New Task Towards Better Communication be- tween Experts and Laymen Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu and Tat-Seng Chua [Short] GPT-too: A Language-Model-First Approach for AMR-to-Text Generation Manuel Mager, Ram\u00f3n Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian and Salim Roukos [Long] Learning to Update Natural Language Comments Based on Code Changes Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li and Raymond Mooney [TACL] Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Sascha Rothe, Shashi Narayan and Aliaksei Severyn [Long] Politeness Transfer: A Tag and Generate Approach Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black and Shrimai Prabhumoye [Long] Semantic Graphs for Generating Deep Questions Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua and Min-Yen Kan [Long] TAG : Type Auxiliary Guiding for Code Comment Generation Ruichu Cai, Zhihao Liang, Boyan Xu, zijian li, Yuexing Hao and Yao Chen [Long] Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu and Changyou Chen Monday, July 6, 2020 UTC+0 (continued) 13:00-14:00 Session 3B Information Extraction-2", "links": null }, "BIBREF441": { "ref_id": "b441", "title": "Long] In Layman's Terms: Semi-Open 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Extraction from Scientific Texts Ruben Kruiper, Julian Vincent, Jessica Chen-Burger, Marc Desmulliez and Ioannis Konstas [Long] NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl, Sven Behnke and Joachim K\u00f6hler [Long] Named Entity Recognition without Labelled Data: A Weak Supervision Ap- proach Pierre Lison, Jeremy Barnes, Aliaksandr Hubin and Samia Touileb", "links": null }, "BIBREF442": { "ref_id": "b442", "title": "Probing Linguistic Features of Sentence-Level Representations in Relation Extraction Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig [Long] Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan", "authors": [ { "first": "Zhijiang", "middle": [], "last": "Guo", "suffix": "" }, { "first": "Ivan", "middle": [], "last": "Sekulic", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Lu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": 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Improving Non-autoregressive Neural Machine Translation with Monolingual Data Jiawei Zhou and Phillip Keung [Short] It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information Emanuele", "authors": [ { "first": "Baijun", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Hao", "middle": [], "last": "Jia", "suffix": "" }, { "first": "Min", "middle": [], "last": "Tan", "suffix": "" }, { "first": "Min", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Boxing", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Weihua", "middle": [], "last": "Luo", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Zhang ; Yingqiang", "suffix": "" }, { "first": "Nikola", "middle": [ "I" ], "last": "Gao", "suffix": "" }, { "first": "Yuhuang", "middle": [], "last": "Nikolov", "suffix": "" }, { "first": "", "middle": [], "last": "Hu", "suffix": "" }, { "first": "H", "middle": [ "R" ], "last": "Richard", "suffix": "" }, { "first": "Shanbo", "middle": [], "last": "Hahnloser ; Heng Yu", "suffix": "" }, { "first": "Weihua", "middle": [], "last": "Cheng", "suffix": "" }, { "first": "", "middle": [], "last": "Luo", "suffix": "" } ], "year": null, "venue": "Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences Xiangyu Duan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Bilingual Dictionary Based Neural Machine Translation without Using Par- allel Sentences Xiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang, Boxing Chen, Weihua Luo and Yue Zhang [Short] Character-Level Translation with Self-attention Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu and Richard H.R. Hahnloser [Short] Content Word Aware Neural Machine Translation Kehai Chen, Rui Wang, Masao Utiyama and Eiichiro Sumita [Long] Evaluating Explanation Methods for Neural Machine Translation Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang and Shuming Shi [Short] Improving Non-autoregressive Neural Machine Translation with Monolin- gual Data Jiawei Zhou and Phillip Keung [Short] It's Easier to Translate out of English than into it: Measuring Neural Trans- lation Difficulty by Cross-Mutual Information Emanuele Bugliarello, Sabrina J. 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McKeown 15:15-15:45 Keynote 1 Live Q&A: Kathleen R. McKeown 15:45-16:15 Business Meeting Q&A 17:00-17:45 Demo Session 4A", "links": null }, "BIBREF450": { "ref_id": "b450", "title": "GAIA: A Fine-grained Multimedia Knowledge Extraction System Manling Li", "authors": [ { "first": "Federico", "middle": [], "last": "Scozzafava", "suffix": "" }, { "first": "Marco", "middle": [], "last": "Maru", "suffix": "" }, { "first": "Fabrizio", "middle": [], "last": "Brignone", "suffix": "" }, { "first": "Giovanni", "middle": [], "last": "Torrisi", "suffix": "" }, { "first": "Roberto", "middle": [], "last": "Navigli ; Alireza Zareian", "suffix": "" }, { "first": "Ying", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Xiaoman", "middle": [], "last": "Pan", "suffix": "" }, { "first": "Spencer", "middle": [], "last": "Whitehead", "suffix": "" }, { "first": "Brian", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Bo", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Heng", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Shih-Fu", "middle": [], "last": "Chang", "suffix": "" }, { "first": "Clare", "middle": [], "last": "Voss", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Napierski", "suffix": "" }, { "first": "Marjorie", "middle": [], "last": "Freedman", "suffix": "" } ], "year": null, "venue": "Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation Federico Scozzafava, Marco Maru, Fabrizio Brignone, Giovanni Torrisi and Roberto Navigli [Demo] GAIA: A Fine-grained Multimedia Knowledge Extraction System Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare Voss, Daniel Napierski and Marjorie Freedman [Demo] Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gus- tavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-hsuan Sung, Brian Strope and Ray Kurzweil", "links": null }, "BIBREF451": { "ref_id": "b451", "title": "None of the Above\": Measure Uncertainty in Dialog Response Retrieval Yulan Feng", "authors": [ { "first": "", "middle": [], "last": "Monday", "suffix": "" } ], "year": 2020, "venue": "", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Monday, July 6, 2020 UTC+0 (continued) 17:00-18:00 Session 4A Dialogue and Interactive Systems-7 [Short] \"None of the Above\": Measure Uncertainty in Dialog Response Retrieval Yulan Feng, Shikib Mehri, Maxine Eskenazi and Tiancheng Zhao", "links": null }, "BIBREF452": { "ref_id": "b452", "title": "A Generative Model for Joint Natural Language Understanding and Generation", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], 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"Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang, Zhenghao Liu, Chenyan Xiong and Zhiyuan Liu [Long] Negative Training for Neural Dialogue Response Generation Tianxing He and James Glass [Short] Recursive Template-based Frame Generation for Task Oriented Dialog Rashmi Gangadharaiah and Balakrishnan Narayanaswamy [Long] Speak to your Parser: Interactive Text-to-SQL with Natural Language Feed- back Ahmed Elgohary, saghar Hosseini and Ahmed Hassan Awadallah [CL] The Design and Implementation of XiaoIce, an Empathetic Social Chatbot Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum [Long] USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation Shikib Mehri and Maxine Eskenazi [Long] Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dia- logue State Tracking Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi and Monica Lam Monday, July 6, 2020 UTC+0 (continued) 17:00-18:00 Session 4A Machine Learning for NLP-1", "links": null }, "BIBREF455": { "ref_id": "b455", "title": "Calibrating Structured Output Predictors for Natural Language Processing Abhyuday Jagannatha and hong yu [Long] Active Imitation Learning with Noisy Guidance Kiant\u00e9 Brantley, Hal Daum\u00e9 III and Amr Sharaf [Short] ExpBERT: Representation Engineering with Natural Language Explanations Shikhar Murty", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Calibrating Structured Output Predictors for Natural Language Processing Abhyuday Jagannatha and hong yu [Long] Active Imitation Learning with Noisy Guidance Kiant\u00e9 Brantley, Hal Daum\u00e9 III and Amr Sharaf [Short] ExpBERT: Representation Engineering with Natural Language Explana- tions Shikhar Murty, Pang Wei Koh and Percy Liang", "links": null }, "BIBREF456": { "ref_id": "b456", "title": "Araki and Graham Neubig [Long] Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren [Long] MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen, Zichao Yang and Diyi Yang [Long] MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Zhiqing Sun", "authors": [ { "first": "Giuseppe", "middle": [], "last": "Gan-Bert ;", "suffix": "" }, { "first": "Roberto", "middle": [], "last": "Castellucci", "suffix": "" }, { "first": "; Wei", "middle": [], "last": "Basili", "suffix": "" }, { "first": "Xiaodong", "middle": [], "last": "Xu ; Weizhu Chen", "suffix": "" }, { "first": "Jianfeng", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Tuo", "middle": [], "last": "Gao", "suffix": "" }, { "first": "", "middle": [], "last": "Zhao", "suffix": "" } ], "year": null, "venue": "Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang, Pengcheng He", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "GAN-BERT: Generative Adversarial Learning for Robust Text Classifica- tion with a Bunch of Labeled Examples Danilo Croce, Giuseppe Castellucci and Roberto Basili [Long] Generalizing Natural Language Analysis through Span-relation Represen- tations Zhengbao Jiang, Wei Xu, Jun Araki and Graham Neubig [Long] Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren [Long] MixText: Linguistically-Informed Interpolation of Hidden Space for Semi- Supervised Text Classification Jiaao Chen, Zichao Yang and Diyi Yang [Long] MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited De- vices Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang and Denny Zhou [Short] On Importance Sampling-Based Evaluation of Latent Language Models Robert L Logan IV, Matt Gardner and Sameer Singh [Long] SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Lan- guage Models through Principled Regularized Optimization Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao and Tuo Zhao [Short] Stolen Probability: A Structural Weakness of Neural Language Models David Demeter, Gregory Kimmel and Doug Downey", "links": null }, "BIBREF458": { "ref_id": "b458", "title": "Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya and Alfio Gliozzo [Short] To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks Sinong Wang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Taxonomy Construction of Unseen Domains via Graph-based Cross- Domain Knowledge Transfer Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihinduku- lasooriya and Alfio Gliozzo [Short] To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks Sinong Wang, Madian Khabsa and Hao Ma", "links": null }, "BIBREF459": { "ref_id": "b459", "title": "XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee and Ahmed Hassan Awadallah", "authors": [ { "first": "Yoshinari", "middle": [], "last": "Fujinuma", "suffix": "" }, { "first": "Michael", "middle": [ "J" ], "last": "Paul", "suffix": "" }, { "first": "Jordan", "middle": [], "last": "Boyd-Graber", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embed- dings to Dictionaries Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul and Jordan Boyd-Graber [Long] XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee and Ahmed Hassan Awadallah 17:00-18:00 Session 4A NLP Applications-3", "links": null }, "BIBREF460": { "ref_id": "b460", "title": "Short] Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay and Marco Antonio Sobrevilla Cabezudo [Long] Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions Hannah Craighead, Andrew Caines, Paula Buttery and Helen Yannakoudakis [Long] MMPE: A Multi-Modal Interface for Post-Editing Machine Translation Nico Herbig", "authors": [ { "first": "", "middle": [], "last": "Name", "suffix": "" } ], "year": null, "venue": "SPECTER: Document-level Representation Learning using Citationinformed Transformers Arman Cohan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Girl Has A Name: Detecting Authorship Obfuscation Asad Mahmood, Zubair Shafiq and Padmini Srinivasan [Short] DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu and Jimmy Lin [Short] Efficient Strategies for Hierarchical Text Classification: External Knowl- edge and Auxiliary Tasks Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay and Marco Antonio Sobre- villa Cabezudo [Long] Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions Hannah Craighead, Andrew Caines, Paula Buttery and Helen Yannakoudakis [Long] MMPE: A Multi-Modal Interface for Post-Editing Machine Translation Nico Herbig, Tim D\u00fcwel, Santanu Pal, Kalliopi Meladaki, Mahsa Monshizadeh, Antonio Kr\u00fcger and Josef van Genabith [Long] SPECTER: Document-level Representation Learning using Citation- informed Transformers Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey and Daniel Weld [Long] Semantic Scaffolds for Pseudocode-to-Code Generation Ruiqi Zhong, Mitchell Stern and Dan Klein", "links": null }, "BIBREF462": { "ref_id": "b462", "title": "Hannaneh Hajishirzi and Jaewoo Kang [Short] Dynamic Sampling Strategies for Multi-Task Reading Comprehension Ananth Gottumukkala, Dheeru Dua", "authors": [], "year": null, "venue": "00 Session 4A Semantics: Textual Inference and Other Areas of Semantics-1", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Contextualized Sparse Representations for Real-Time Open-Domain Ques- tion Answering Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi and Jaewoo Kang [Short] Dynamic Sampling Strategies for Multi-Task Reading Comprehension Ananth Gottumukkala, Dheeru Dua, Sameer Singh and Matt Gardner 17:00-18:00 Session 4A Semantics: Textual Inference and Other Areas of Semantics-1", "links": null }, "BIBREF463": { "ref_id": "b463", "title": "TACL] Decomposing Generalization: Models of Generic, Habitual and Episodic Statements Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White [Long] INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta, Maitrey Mehta, Pegah Nokhiz and Vivek Srikumar [TACL] Inherent Disagreements in Human Textual Inferences Ellie Pavlick, Tom Kwiatkowski [Long] Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan", "authors": [ { "first": "Kiril", "middle": [], "last": "Gashteovski", "suffix": "" }, { "first": "Yanjie", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Rainer", "middle": [], "last": "Gemulla", "suffix": "" }, { "first": ";", "middle": [ "R Thomas" ], "last": "Mccoy", "suffix": "" }, { "first": "Dipanjan", "middle": [], "last": "Das", "suffix": "" } ], "year": 2020, "venue": "Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction Samuel Broscheit", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction Samuel Broscheit, Kiril Gashteovski, Yanjie Wang and Rainer Gemulla [TACL] Decomposing Generalization: Models of Generic, Habitual and Episodic Statements Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White [Long] INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta, Maitrey Mehta, Pegah Nokhiz and Vivek Srikumar [TACL] Inherent Disagreements in Human Textual Inferences Ellie Pavlick, Tom Kwiatkowski [Long] Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan, Jie Fu, Marc-Alexandre C\u00f4t\u00e9, Yi Tay, Chris Pal and Adam Trischler [Short] Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler and Tal Linzen Monday, July 6, 2020 UTC+0 (continued) 17:00-18:00 Session 4A Speech and Multimodality-1", "links": null }, "BIBREF464": { "ref_id": "b464", "title": "Regitze Sdun and \u017deljko Agi\u0107 [Short] Multimodal and Multiresolution Speech Recognition with Transformers Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare and Shiva Sundaram [Long] Phone Features Improve Speech Translation Elizabeth Salesky and Alan W Black", "authors": [ { "first": "Sarah", "middle": [], "last": "Leslie) Chen", "suffix": "" }, { "first": "Michelle", "middle": [], "last": "Ita Levitan", "suffix": "" }, { "first": "Marko", "middle": [], "last": "Levine", "suffix": "" }, { "first": "Julia", "middle": [], "last": "Mandic", "suffix": "" }, { "first": "Sangwu", "middle": [], "last": "Hirschberg ; Md Kamrul Hasan", "suffix": "" }, { "first": "Amirali", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Chengfeng", "middle": [], "last": "Bagher Zadeh", "suffix": "" }, { "first": ";", "middle": [], "last": "Mao", "suffix": "" }, { "first": "Joakim", "middle": [], "last": "Latko", "suffix": "" }, { "first": "Lars", "middle": [], "last": "Edin", "suffix": "" }, { "first": "Lasse", "middle": [], "last": "Maal\u00f8e", "suffix": "" }, { "first": "Lorenzo", "middle": [], "last": "Borgholt", "suffix": "" }, { "first": "Nicolai", "middle": [], "last": "Belgrano", "suffix": "" }, { "first": "", "middle": [], "last": "Jacobsen", "suffix": "" } ], "year": null, "venue": "00 Session 4A Student Research Workshop [SRW] Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling Felix Hamborg", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies Xi (Leslie) Chen, Sarah Ita Levitan, Michelle Levine, Marko Mandic, and Julia Hirschberg [Short] Improved Speech Representations with Multi-Target Autoregressive Predic- tive Coding Yu-An Chung and James Glass [Long] Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency and Ehsan Hoque [Long] MultiQT: Multimodal learning for real-time question tracking in speech Jakob D. Havtorn, Jan Latko, Joakim Edin, Lars Maal\u00f8e, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun and \u017deljko Agi\u0107 [Short] Multimodal and Multiresolution Speech Recognition with Transformers Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare and Shiva Sun- daram [Long] Phone Features Improve Speech Translation Elizabeth Salesky and Alan W Black 17:00-18:00 Session 4A Student Research Workshop [SRW] Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling Felix Hamborg", "links": null }, "BIBREF465": { "ref_id": "b465", "title": "Crossing the Line: Where do Demographic Variables Fit into Humor Detection?", "authors": [], "year": null, "venue": "Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder Zheng Tang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploring Interpretability in Event Extraction: Multitask Learning of a Neu- ral Event Classifier and an Explanation Decoder Zheng Tang, Gus Hahn-Powell and Mihai Surdeanu [SRW] Research Replication Prediction Using Weakly Supervised Learning Tianyi Luo, Xingyu Li, Hainan Wang and Yang Liu [SRW] Crossing the Line: Where do Demographic Variables Fit into Humor Detec- tion? J. A. Meaney", "links": null }, "BIBREF466": { "ref_id": "b466", "title": "Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao and Kyusong Lee [Demo] BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab Yonghao", "authors": [ { "first": "", "middle": [], "last": "Monday", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Monday, July 6, 2020 UTC+0 (continued) 17:45-18:30 Demo Session 4B [Demo] Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao and Kyusong Lee [Demo] BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab Yonghao Jin, Fei Li and Hong Yu [Demo] Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning 18:00-19:00 Session 4B Dialogue and Interactive Systems-8", "links": null }, "BIBREF467": { "ref_id": "b467", "title": "Long] Neural Generation of Dialogue Response Timings Matthew Roddy and Naomi Harte [Long] The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster", "authors": [ { "first": "Jonathan", "middle": [], "last": "Cho", "suffix": "" }, { "first": "Jasmine", "middle": [], "last": "May ; Prasanna Parthasarathi", "suffix": "" }, { "first": "Ryan", "middle": [], "last": "Wang", "suffix": "" }, { "first": "William", "middle": [ "L" ], "last": "Lowe", "suffix": "" }, { "first": "Joelle", "middle": [], "last": "Hamilton", "suffix": "" }, { "first": "", "middle": [], "last": "Pineau", "suffix": "" } ], "year": null, "venue": "Grounding Conversations with Improvised Dialogues Hyundong", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Grounding Conversations with Improvised Dialogues Hyundong Cho and Jonathan May [Long] Image-Chat: Engaging Grounded Conversations Kurt Shuster, Samuel Humeau, Antoine Bordes and Jason Weston [Short] Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. 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Alireza Zareian", "suffix": "" }, { "first": "Qi", "middle": [], "last": "Zeng", "suffix": "" }, { "first": "Spencer", "middle": [], "last": "Whitehead", "suffix": "" }, { "first": "Di", "middle": [], "last": "Lu", "suffix": "" }, { "first": "Heng", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Shih-Fu", "middle": [], "last": "Chang", "suffix": "" } ], "year": 2020, "venue": "00 Session 4B Machine Learning for NLP", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural Syntactic Preordering for Controlled Paraphrase Generation Tanya Goyal and Greg Durrett [Short] Simple and Effective Retrieve-Edit-Rerank Text Generation Nabil Hossain, Marjan Ghazvininejad and Luke Zettlemoyer Monday, July 6, 2020 UTC+0 (continued) 18:00-19:00 Session 4B Language Grounding to Vision, Robotics and Beyond-1 [Long] BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie and Fei Sha [Long] Cross-media Structured Common Space for Multimedia Event Extraction Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji and Shih-Fu Chang [Long] Learning to Segment Actions from Observation and Narration Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark and Aida Nematzadeh [Long] Learning to execute instructions in a Minecraft dialogue Prashant Jayannavar, Anjali Narayan-Chen and Julia Hockenmaier [Long] MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara Berg and Mohit Bansal [Short] What is Learned in Visually Grounded Neural Syntax Acquisition Noriyuki Kojima, Hadar Averbuch-Elor, Alexander Rush and Yoav Artzi 18:00-19:00 Session 4B Machine Learning for NLP-2", "links": null }, "BIBREF473": { "ref_id": "b473", "title": "Contextual Embeddings: When Are They Worth It? Simran Arora, Avner May, Jian Zhang and Christopher R\u00e9", "authors": [ { "first": "Wei", "middle": [], "last": "Bi", "suffix": "" }, { "first": "Xiaojiang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Xiyao", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Xiaolin", "middle": [], "last": "Li", "suffix": "" }, { "first": "Dapeng", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Batch Normalized Inference Network Keeps the KL Vanishing Away Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li and Dapeng Wu [Short] Contextual Embeddings: When Are They Worth It? 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Nguyen and Katrin Kirchhoff [Long] Orthogonal Relation Transforms with Graph Context Modeling for Knowl- edge Graph Embedding Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He and Bowen Zhou [TACL] Perturbation Based Learning for Structured NLP tasks with Application to Dependency Parsing Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart [Short] Posterior Calibrated Training on Sentence Classification Tasks Taehee Jung, Dongyeop Kang, Hua Cheng, Lucas Mentch and Thomas Schaaf [Long] Posterior Control of Blackbox Generation Xiang Lisa Li and Alexander Rush [Short] Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan and Dawn Song [Long] Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones, Robin Jia, Aditi Raghunathan and Percy Liang [Short] Showing Your Work Doesn't Always Work Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu and Jimmy Lin [Long] Span Selection Pre-training for Question Answering Michael Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G P Shrivatsa Bhargav, Dinesh Garg and Avi Sil", "links": null }, "BIBREF476": { "ref_id": "b476", "title": "Topological Sort for Sentence Ordering Shrimai Prabhumoye, Ruslan Salakhutdinov and Alan W Black Monday", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Topological Sort for Sentence Ordering Shrimai Prabhumoye, Ruslan Salakhutdinov and Alan W Black Monday, July 6, 2020 UTC+0 (continued)", "links": null }, "BIBREF477": { "ref_id": "b477", "title": "Weight Poisoning Attacks on Pretrained Models Keita Kurita, Paul Michel and Graham Neubig [Long] schuBERT: Optimizing Elements of", "authors": [], "year": null, "venue": "BERT Ashish Khetan and Zohar Karnin", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Weight Poisoning Attacks on Pretrained Models Keita Kurita, Paul Michel and Graham Neubig [Long] schuBERT: Optimizing Elements of BERT Ashish Khetan and Zohar Karnin 18:00-19:00 Session 4B Machine Translation-5", "links": null }, "BIBREF478": { "ref_id": "b478", "title": "Simple and Effective Subword Regularization Ivan Provilkov, Dmitrii Emelianenko and Elena Voita [Short] ENGINE: Energy-Based Inference Networks for", "authors": [ { "first": "", "middle": [], "last": "Bpe-Dropout", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov, Dmitrii Emelianenko and Elena Voita [Short] ENGINE: Energy-Based Inference Networks for Non-Autoregressive Ma- chine Translation Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman and Kevin Gimpel", "links": null }, "BIBREF479": { "ref_id": "b479", "title": "Leveraging Monolingual Data with Self-Supervision for Multilingual Neural 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Session 4B Semantics: Lexical-2", "links": null }, "BIBREF482": { "ref_id": "b482", "title": "Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information Michele Bevilacqua and Roberto Navigli [Short] Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs Hong-You Chen", "authors": [ { "first": "Han", "middle": [], "last": "Sz-", "suffix": "" }, { "first": "Shou-De", "middle": [], "last": "Yu", "suffix": "" }, { "first": "", "middle": [], "last": "Lin", "suffix": "" } ], "year": null, "venue": "TACL] Learning Lexical Subspaces in a Distributional Vector Space Kushal Arora", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information Michele Bevilacqua and Roberto Navigli [Short] Glyph2Vec: Learning Chinese 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A Benchmark for Open Link Prediction Samuel Broscheit, Kiril Gashteovski, Yanjie Wang and Rainer Gemulla [TACL] Decomposing Generalization: Models of Generic, Habitual and Episodic Statements Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White [Long] INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta, Maitrey Mehta, Pegah Nokhiz and Vivek Srikumar [TACL] Inherent Disagreements in Human Textual Inferences Ellie Pavlick, Tom Kwiatkowski [Long] Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan, Jie Fu, Marc-Alexandre C\u00f4t\u00e9, Yi Tay, Chris Pal and Adam Trischler [Short] Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min, R. 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Havtorn, Jan Latko, Joakim Edin, Lars Maal\u00f8e, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun and \u017deljko Agi\u0107 [Short] Multimodal and Multiresolution Speech Recognition with Transformers Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare and Shiva Sun- daram", "links": null }, "BIBREF505": { "ref_id": "b505", "title": "00 Session 5A Theory and Formalism in NLP (Linguistic and Mathematical", "authors": [], "year": null, "venue": "", "volume": "20", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Phone Features Improve Speech Translation Elizabeth Salesky and Alan W Black 20:00-21:00 Session 5A Theory and Formalism in NLP (Linguistic and Mathematical)-3", "links": null }, "BIBREF506": { "ref_id": "b506", "title": "Long] Emergence of Syntax Needs Minimal Supervision Rapha\u00ebl Bailly and Kata G\u00e1bor 20:45-21:30 Demo Session 5B [Demo] Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang", "authors": [ { "first": "William", "middle": [], "last": "Hierarchy", "suffix": "" }, { "first": "Gail", "middle": [], "last": "Merrill", "suffix": "" }, { "first": "Yoav", "middle": [], "last": "Weiss", "suffix": "" }, { "first": "Roy", "middle": [], "last": "Goldberg", "suffix": "" }, { "first": "Noah", "middle": [ "A" ], "last": "Schwartz", "suffix": "" }, { "first": "Eran", "middle": [], "last": "Smith", "suffix": "" }, { "first": "", "middle": [], "last": "Yahav ; Daniel", "suffix": "" }, { "first": "Amin", "middle": [], "last": "Cer", "suffix": "" }, { "first": "Mandy", "middle": [], "last": "Ahmad", "suffix": "" }, { "first": "Jax", "middle": [], "last": "Guo", "suffix": "" }, { "first": "", "middle": [], "last": "Law", "suffix": "" } ], "year": null, "venue": "00 Session 5B Cognitive Modeling and Psycholinguistics-5", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Formal Hierarchy of RNN Architectures William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith and Eran Yahav [Long] Emergence of Syntax Needs Minimal Supervision Rapha\u00ebl Bailly and Kata G\u00e1bor 20:45-21:30 Demo Session 5B [Demo] Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gus- tavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-hsuan Sung, Brian Strope and Ray Kurzweil [Demo] SyntaxGym: An Online Platform for Targeted Evaluation of Language Models Jon Gauthier, Jennifer Hu, Ethan Wilcox, Peng Qian and Roger Levy 21:00-22:00 Session 5B Cognitive Modeling and Psycholinguistics-5", "links": null }, "BIBREF507": { "ref_id": "b507", "title": "A Systematic Assessment of Syntactic Generalization in Neural Language Models", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox and Roger Levy", "links": null }, "BIBREF508": { "ref_id": "b508", "title": "Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type Trevor Cohen and Serguei Pakhomov [Short] Learning to Understand Child-directed and Adult-directed Speech Lieke Gelderloos, Grzegorz Chrupa\u0142a and Afra Alishahi [Short] Overestimation of Syntactic Representation in Neural Language Models", "authors": [ { "first": "", "middle": [], "last": "A Tale Of Two", "suffix": "" }, { "first": "", "middle": [], "last": "Perplexities", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type Trevor Cohen and Serguei Pakhomov [Short] Learning to Understand Child-directed and Adult-directed Speech Lieke Gelderloos, Grzegorz Chrupa\u0142a and Afra Alishahi [Short] Overestimation of Syntactic Representation in Neural Language Models Jordan Kodner and Nitish Gupta [Long] Probing Linguistic Systematicity Emily Goodwin, Koustuv Sinha and Timothy J. 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Simran Arora, Avner May, Jian Zhang and Christopher R\u00e9", "authors": [ { "first": "Wei", "middle": [], "last": "Bi", "suffix": "" }, { "first": "Xiaojiang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Xiyao", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Xiaolin", "middle": [], "last": "Li", "suffix": "" }, { "first": "Dapeng", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Batch Normalized Inference Network Keeps the KL Vanishing Away Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li and Dapeng Wu [Short] Contextual Embeddings: When Are They Worth It? 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Chen, Cho-Jui Hsieh, Kai-Wei Chang [Long] Interactive Classification by Asking Informative Questions Lili Yu, Howard Chen, Sida I. Wang, Tao Lei and Yoav Artzi [Long] Knowledge Graph Embedding Compression Mrinmaya Sachan [Short] Low Resource Sequence Tagging using Sentence Reconstruction Tal Perl, Sriram Chaudhury and Raja Giryes [Long] Masked Language Model Scoring Julian Salazar, Davis Liang, Toan Q. 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Bahar and Hermann Ney 12:00-13:00 Session 8A Question Answering-5", "links": null }, "BIBREF604": { "ref_id": "b604", "title": "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang Yue, Bernal Jimenez Gutierrez and Huan Sun [Long] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao, Harsh Trivedi", "authors": [ { "first": "Fangkai", "middle": [], "last": "Jiao", "suffix": "" }, { "first": "Mantong", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Yao", "suffix": "" }, { "first": "Jingfang", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Minlie", "middle": [], "last": "Huang", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Self-Training Method for Machine Reading Comprehension with Soft Ev- idence Extraction Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, jingfang xu and Minlie 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Base Embeddings Apoorv Saxena", "authors": [], "year": null, "venue": "Aditay Tripathi and Partha Talukdar", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Apoorv Saxena, Aditay Tripathi and Partha Talukdar", "links": null }, "BIBREF608": { "ref_id": "b608", "title": "Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati and Bing Xiang [Long] Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav", "authors": [], "year": null, "venue": "Steven Bethard and Mihai Surdeanu", "volume": "12", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Template-Based Question Generation from Retrieved Sentences for Im- proved Unsupervised Question Answering Alexander Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati and Bing Xiang [Long] Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav, Steven Bethard and Mihai Surdeanu 12:00-13:00 Session 8A Resources and Evaluation-7", "links": null }, "BIBREF609": { "ref_id": "b609", "title": "Long] MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu", "authors": [ { "first": "Elizabeth", "middle": [], "last": "Corpus For Large-Scale Phonetic Typology", "suffix": "" }, { "first": "Eleanor", "middle": [], "last": "Salesky", "suffix": "" }, { "first": "Tiago", "middle": [], "last": "Chodroff", "suffix": "" }, { "first": "Matthew", "middle": [], "last": "Pimentel", "suffix": "" }, { "first": "Ryan", "middle": [], "last": "Wiesner", "suffix": "" }, { "first": "Alan", "middle": [ "W" ], "last": "Cotterell", "suffix": "" }, { "first": "Jason", "middle": [], "last": "Black", "suffix": "" }, { "first": ";", "middle": [], "last": "Eisner", "suffix": "" }, { "first": "B", "middle": [], "last": "Shay", "suffix": "" }, { "first": "Mirella", "middle": [], "last": "Cohen", "suffix": "" }, { "first": "Hongtao", "middle": [], "last": "Lapata ; Jiaxin Pei", "suffix": "" }, { "first": "Yiyu", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Chenliang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jiun-Hung", "middle": [], "last": "Li ; Ying Qiao", "suffix": "" }, { "first": "Chuhan", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Tao", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Jianxun", "middle": [], "last": "Qi", "suffix": "" }, { "first": "Danyang", "middle": [], "last": "Lian", "suffix": "" }, { "first": "Xing", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jianfeng", "middle": [], "last": "Xie", "suffix": "" }, { "first": "Winnie", "middle": [], "last": "Gao", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Wu", "suffix": "" }, { 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Cohen and Mirella Lapata [Long] MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Ques- tion Answering and Summarization Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu and Chenliang Li [Long] MIND: A Large-scale Dataset for News Recommendation Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu and Ming Zhou [Long] ParaCrawl: Web-Scale Acquisition of Parallel Corpora Marta Ba\u00f1\u00f3n, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Espl\u00e0-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ram\u00edrez-S\u00e1nchez, Elsa Sarr\u00edas, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins and Jaume Zaragoza Tuesday, July 7, 2020 UTC+0 (continued) 12:00-13:00 Session 8A Semantics: Lexical-6", "links": null }, "BIBREF610": { "ref_id": "b610", "title": "Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Analysing Lexical Semantic Change with Contextualised Word Representa- tions Mario Giulianelli, Marco Del Tredici and Raquel Fern\u00e1ndez", "links": null }, "BIBREF611": { "ref_id": "b611", "title": "Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics Guy Emerson [Long] BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance Timo Schick and Hinrich Sch\u00fctze [Long] CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Autoencoding Keyword Correlation Graph for Document Clustering Billy Chiu, Sunil Kumar Sahu, Derek Thomas, Neha Sengupta and Mohammady Mahdy [Long] Autoencoding Pixies: Amortised Variational Inference with Graph Convo- lutions for Functional Distributional Semantics Guy Emerson [Long] BERTRAM: Improved Word Embeddings Have Big Impact on Contextual- ized Model Performance Timo Schick and Hinrich Sch\u00fctze [Long] CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages Tommaso Pasini, Federico Scozzafava and Bianca Scarlini", "links": null }, "BIBREF612": { "ref_id": "b612", "title": "Hypernymy Detection for Low-Resource Languages via Meta Learning Changlong Yu, Jialong Han, Haisong Zhang and Wilfred Ng [Long] Investigating Word-Class Distributions in Word Vector Spaces Ryohei Sasano and Anna Korhonen Tuesday", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Hypernymy Detection for Low-Resource Languages via Meta Learning Changlong Yu, Jialong Han, Haisong Zhang and Wilfred Ng [Long] Investigating Word-Class Distributions in Word Vector Spaces Ryohei Sasano and Anna Korhonen Tuesday, July 7, 2020 UTC+0 (continued) 12:00-13:00 Session 8A Semantics: Sentence Level-4", "links": null }, "BIBREF613": { "ref_id": "b613", "title": "TaPas: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig, Pawel Krzysztof Nowak", "authors": [ { "first": "Yue", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Donghong", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Hao", "middle": [], "last": "Ji", "suffix": "" }, { "first": "", 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Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou and Joakim Nivre [Short] Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez [Long] Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis Yajie Ye and Weiwei Sun [Long] Max-Margin Incremental CCG Parsing Milo\u0161 Stanojevi\u0107 and Mark Steedman [Long] Neural Reranking for Dependency Parsing: An Evaluation Bich-Ngoc Do and Ines Rehbein Tuesday", "authors": [ { "first": "Tuesday ; Yang", "middle": [], "last": "Wei", "suffix": "" }, { "first": "Yuanbin", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Man", "middle": [], "last": "Lan", "suffix": "" } ], "year": 2020, "venue": "Session 8A Syntax: Tagging, Chunking and Parsing-3 [Long] A Span-based Linearization for Constituent Trees", "volume": "12", "issue": "", "pages": "0--13", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 12:00-13:00 Session 8A Syntax: Tagging, Chunking and Parsing-3 [Long] A Span-based Linearization for Constituent Trees Yang Wei, Yuanbin Wu and Man Lan [CL] Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust Pipelines Aarne Ranta, Krasimir Angelov, Normunds Gruzitis, Prasanth Kolachina [Long] Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou and Joakim Nivre [Short] Enriched In-Order Linearization for Faster Sequence-to-Sequence Con- stituent Parsing Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez [Long] Exact yet Efficient Graph Parsing, Bi-directional Locality and the Construc- tivist Hypothesis Yajie Ye and Weiwei Sun [Long] Max-Margin Incremental CCG Parsing Milo\u0161 Stanojevi\u0107 and Mark Steedman [Long] Neural Reranking for Dependency Parsing: An Evaluation Bich-Ngoc Do and Ines Rehbein Tuesday, July 7, 2020 UTC+0 (continued) 12:00-13:00 Session 8A Student Research Workshop [SRW] How much complexity does an RNN architecture need to learn syntax- sensitive dependencies? Gantavya Bhatt, Hritik Bansal, Rishubh Singh and Sumeet Agarwal [SRW] Logical Inferences with Comparatives and Generalized Quantifiers Izumi Haruta, Koji Mineshima and Daisuke Bekki", "links": null }, "BIBREF617": { "ref_id": "b617", "title": ":30 Demo Session 3B [Demo] CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task Shuo Sun, Suzanna Sia and Kevin Duh [Demo] Label Noise in Context Michael Desmond, Catherine Finegan-Dollak", "authors": [], "year": null, "venue": "Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapil\u00edkov\u00e1, Mikel Artetxe", "volume": "12", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Min- ing Ivana Kvapil\u00edkov\u00e1, Mikel Artetxe, Gorka Labaka, Eneko Agirre and Ond\u0159ej Bojar [SRW] Enhancing Word Embeddings with Knowledge Extracted from Lexical Re- sources Magdalena Biesialska, Bardia Rafieian and Marta R. Costa-juss\u00e0 12:45-13:30 Demo Session 3B [Demo] CLIReval: Evaluating Machine Translation as a Cross-Lingual Informa- tion Retrieval Task Shuo Sun, Suzanna Sia and Kevin Duh [Demo] Label Noise in Context Michael Desmond, Catherine Finegan-Dollak, Jeff Boston and Matt Arnold 13:00-14:00 Session 8B Ethics and NLP-3", "links": null }, "BIBREF618": { "ref_id": "b618", "title": "It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan", "authors": [ { "first": "Bing", "middle": [], "last": "Bai", "suffix": "" }, { "first": "Junqi", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Kun", "middle": [], "last": "Bai", "suffix": "" }, { "first": "Conghui", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Tiejun", "middle": [], "last": "Zhao", "suffix": "" } ], "year": null, "venue": "Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Guanhua Zhang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimi- nation in Text Classifications with Instance Weighting Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu and Tiejun Zhao [Long] It's Morphin' Time! 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Sorami Hisamoto, Matt Post, Kevin Duh [Long] On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe, Sebastian Ruder and Dani Yogatama [Long] Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT Zhiyong Wu", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks R. Thomas McCoy, Robert Frank, Tal Linzen [Long] Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong and Elke Rundensteiner [Long] Information-Theoretic Probing for Linguistic Structure Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams and Ryan Cotterell [TACL] Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Sorami Hisamoto, Matt Post, Kevin Duh [Long] On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe, Sebastian Ruder and Dani Yogatama [Long] Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT Zhiyong Wu, Yun Chen, Ben Kao and Qun Liu [Short] Quantifying Attention Flow in Transformers Samira Abnar and Willem Zuidema [Long] Similarity Analysis of Contextual Word Representation Models John Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi and James Glass clxxii", "links": null }, "BIBREF623": { "ref_id": "b623", "title": "Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text Michael Hahn, Marco Baroni [Short] Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? 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Can", "suffix": "" }, { "first": "Xinyan", "middle": [], "last": "Gao", "suffix": "" }, { "first": "Hao", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Bolei", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Hua", "middle": [], "last": "He", "suffix": "" }, { "first": "", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "From Arguments to Key Points: Towards Automatic Argument Summarization Roy Bar-Haim", "volume": "13", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "From Arguments to Key Points: Towards Automatic Argument Summariza- tion Roy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav and Noam Slonim [Long] He said \"who's gonna take care of your children when you are at ACL?\": Reported Sexist Acts are Not Sexist Patricia Chiril, V\u00e9ronique MORICEAU, Farah Benamara, Alda Mari, Gloria Origgi and Marl\u00e8ne Coulomb-Gully [Short] Modeling Label Semantics for Predicting Emotional Reactions Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubrama- nian and Nathanael Chambers [Long] SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang and feng wu 13:00-14:00 Session 8B Speech and Multimodality-5", "links": null }, "BIBREF638": { "ref_id": "b638", "title": "How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems Archiki Prasad and Preethi Jyothi [Short] Learning Spoken Language Representations with Neural Lattice Language Modeling", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems Archiki Prasad and Preethi Jyothi [Short] Learning Spoken Language Representations with Neural Lattice Language Modeling Chao-Wei Huang and Yun-Nung Chen [Short] Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu and Pascale Fung [Short] Multimodal Transformer for Multimodal Machine Translation Shaowei Yao and Xiaojun Wan Tuesday, July 7, 2020 UTC+0 (continued)", "links": null }, "BIBREF639": { "ref_id": "b639", "title": "] Towards Emotion-aided Multi-modal Dialogue Act Classification Tulika Saha, Aditya Patra", "authors": [ { "first": "S R", "middle": [], "last": "Dhanush", "suffix": "" }, { "first": "Asif", "middle": [], "last": "Ekbal", "suffix": "" }, { "first": "Pushpak", "middle": [], "last": "Bhattacharyya ; 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Hoi, Richard Socher, Caiming Xiong, Michael Lyu and Irwin King [Demo] OpusFilter: A Configurable Parallel Corpus Filtering Toolbox Mikko Aulamo, Sami Virpioja and J\u00f6rg Tiedemann 17:00-18:00 Session 9A Dialogue and Interactive Systems-11", "links": null }, "BIBREF642": { "ref_id": "b642", "title": "CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant Kavya Srinet", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assis- tant Kavya Srinet, Yacine Jernite, Jonathan Gray and arthur szlam", "links": null }, "BIBREF643": { "ref_id": "b643", "title": ":00 Session 9A Interpretability and Analysis of Models for NLP-5 [Long] Compositionality and Generalization In Emergent Languages Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux and Marco Baroni [Long] How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope Yiyun Zhao and Steven Bethard [Long] Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong and Elke Rundensteiner [Long] Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta [Long] Information-Theoretic Probing for Linguistic Structure Tiago Pimentel", "authors": [ { "first": "Stephen", "middle": [], "last": "Li", "suffix": "" }, { "first": "Ilia", "middle": [], "last": "Roller", "suffix": "" }, { "first": "Sean", "middle": [], "last": "Kulikov", "suffix": "" }, { "first": "Y-Lan", "middle": [], "last": "Welleck", "suffix": "" }, { "first": "Kyunghyun", "middle": [], "last": "Boureau", "suffix": "" }, { "first": "Jason", "middle": [], "last": "Cho", "suffix": "" }, { "first": "", "middle": [], "last": "Weston", "suffix": "" } ], "year": 2020, "venue": "Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret", "volume": "17", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho and Jason Weston 17:00-18:00 Session 9A Interpretability and Analysis of Models for NLP-5 [Long] Compositionality and Generalization In Emergent Languages Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux and Marco Baroni [Long] How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope Yiyun Zhao and Steven Bethard [Long] Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong and Elke Rundensteiner [Long] Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta [Long] Information-Theoretic Probing for Linguistic Structure Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams and Ryan Cotterell Tuesday, July 7, 2020 UTC+0 (continued)", "links": null }, "BIBREF644": { "ref_id": "b644", "title": "Learning to Deceive with Attention-Based Explanations Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig and Zachary C. 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Weld, Luke Zettlemoyer, Omer Levy 17:00-18:00 Session 9A Resources and Evaluation-9", "links": null }, "BIBREF650": { "ref_id": "b650", "title": "Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey and Bill Dolan [Long] ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego", "authors": [], "year": null, "venue": "A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks Angela Lin, Sudha Rao", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks Angela Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey and Bill Dolan [Long] ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Beno\u00eet Sagot and Lucia Specia", "links": null }, "BIBREF651": { "ref_id": "b651", "title": "Long] Beyond Accuracy: Behavioral Testing of NLP Models with CheckList Marco Tulio Ribeiro", "authors": [ { "first": "Adina", "middle": [], "last": "Williams", "suffix": "" }, { "first": "Emily", "middle": [], "last": "Dinan", "suffix": "" }, { "first": "Mohit", "middle": [], "last": "Bansal", "suffix": "" }, { "first": "Jason", "middle": [], "last": "Weston", "suffix": "" }, { "first": "Douwe", "middle": [], "last": "Kiela", "suffix": "" } ], "year": null, "venue": "Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston and Douwe Kiela [Long] Beyond Accuracy: Behavioral Testing of NLP Models with CheckList Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin and Sameer Singh", "links": null }, "BIBREF652": { "ref_id": "b652", "title": "Xiang Ren and Jiawei Han [Short] Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts Agostina Calabrese, Michele Bevilacqua and Roberto Navigli [CL] LINSPECTOR: Multilingual Probing Tasks for Word Representations G\u00f6zde G\u00fcl Sahin, Clara Vania, Ilia Kuznetsov, Iryna Gurevych [Long] More Diverse Dialogue Datasets via Diversity-Informed Data Collection", "authors": [ { "first": "Tuesday ; Mounica", "middle": [], "last": "Maddela", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Alan", "middle": [], "last": "Ritter ; Kyle Lo", "suffix": "" }, { "first": "Lucy", "middle": [ "Lu" ], "last": "Wang", "suffix": "" }, { "first": "Mark", "middle": [], "last": "Neumann", "suffix": "" }, { "first": "Rodney", "middle": [], "last": "Kinney", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Weld", "suffix": "" } ], "year": 2020, "venue": "ChartDialogs: Plotting from Natural Language Instructions Yutong Shao and Ndapa Nakashole [Long] Code and Named Entity Recognition in StackOverflow Jeniya Tabassum", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) [Long] ChartDialogs: Plotting from Natural Language Instructions Yutong Shao and Ndapa Nakashole [Long] Code and Named Entity Recognition in StackOverflow Jeniya Tabassum, Mounica Maddela, Wei Xu and Alan Ritter [Long] Dialogue-Based Relation Extraction Dian Yu, Kai Sun, Claire Cardie and Dong Yu [Long] Facet-Aware Evaluation for Extractive Summarization Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren and Jiawei Han [Short] Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non- Concrete Concepts Agostina Calabrese, Michele Bevilacqua and Roberto Navigli [CL] LINSPECTOR: Multilingual Probing Tasks for Word Representations G\u00f6zde G\u00fcl Sahin, Clara Vania, Ilia Kuznetsov, Iryna Gurevych [Long] More Diverse Dialogue Datasets via Diversity-Informed Data Collection Katherine Stasaski, Grace Hui Yang and Marti A. Hearst [Long] ParaCrawl: Web-Scale Acquisition of Parallel Corpora Marta Ba\u00f1\u00f3n, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Espl\u00e0-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ram\u00edrez-S\u00e1nchez, Elsa Sarr\u00edas, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins and Jaume Zaragoza [Long] S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney and Daniel Weld [Long] Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics Nitika Mathur, Timothy Baldwin and Trevor Cohn", "links": null }, "BIBREF654": { "ref_id": "b654", "title": "Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Transformer-based Approach for Source Code Summarization Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray and Kai-Wei Chang [Long] Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang, Kyunghyun Cho and Mike Lewis [Long] Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu, Zhe Gan, Yu Cheng and Jingjing Liu", "links": null }, "BIBREF655": { "ref_id": "b655", "title": "FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus, He He and Mona Diab [Short] Fact-based Content Weighting for Evaluating Abstractive Summarisation Xinnuo Xu, Ond\u0159ej Du\u0161ek, Jingyi Li, Verena Rieser and Ioannis Konstas [Long] Hooks in the Headline: Learning to Generate Headlines with Controlled Styles Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii and Peter Szolovits [Long] Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang", "authors": [ { "first": "Lili", "middle": [], "last": "Schumann", "suffix": "" }, { "first": "Yao", "middle": [], "last": "Mou", "suffix": "" }, { "first": "Olga", "middle": [], "last": "Lu", "suffix": "" }, { "first": "Katja", "middle": [], "last": "Vechtomova", "suffix": "" }, { "first": "Yaser", "middle": [], "last": "Markert ; Bryan Li", "suffix": "" }, { "first": "Kathleen", "middle": [], "last": "Al-Onaizan", "suffix": "" }, { "first": "; Lingfei", "middle": [], "last": "Mckeown", "suffix": "" }, { "first": "Lu", "middle": [], "last": "Wu", "suffix": "" }, { "first": "", "middle": [], "last": "Wang", "suffix": "" } ], "year": null, "venue": "Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang, Derek Merck", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova and Katja Markert [Short] Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak, Bryan Li, Yaser Al-Onaizan and Kathleen McKeown [Long] FEQA: A Question Answering Evaluation Framework for Faithfulness As- sessment in Abstractive Summarization Esin Durmus, He He and Mona Diab [Short] Fact-based Content Weighting for Evaluating Abstractive Summarisation Xinnuo Xu, Ond\u0159ej Du\u0161ek, Jingyi Li, Verena Rieser and Ioannis Konstas [Long] Hooks in the Headline: Learning to Generate Headlines with Controlled Styles Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii and Peter Szolovits [Long] Knowledge Graph-Augmented Abstractive Summarization with Semantic- Driven Cloze Reward Luyang Huang, Lingfei Wu and Lu Wang [Long] Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang, Derek Merck, Emily Tsai, Christopher D. Manning and Curtis Lan- glotz [Long] Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset Revanth Rameshkumar and Peter Bailey", "links": null }, "BIBREF657": { "ref_id": "b657", "title": "00 Session 9A Theme-1 [Long] (Re)construing Meaning in NLP Sean Trott, Tiago Timponi Torrent, Nancy Chang and Nathan Schneider [Long] Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Emily M. Bender and Alexander Koller [Long] Examining Citations of Natural Language Processing Literature Saif M. Mohammad [Short] How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen [Long] How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxi Zhong", "authors": [ { "first": "Andrew", "middle": [], "last": "Hsi", "suffix": "" }, { "first": "John", "middle": [], "last": "Canny", "suffix": "" }, { "first": "Marti", "middle": [ "A" ], "last": "Hearst", "suffix": "" } ], "year": null, "venue": "Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu and Maosong Sun [Long] Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Summary Loop: Learning to Write Abstractive Summaries Without Ex- amples Philippe Laban, Andrew Hsi, John Canny and Marti A. Hearst [Long] Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Bra\u017einskas, Mirella Lapata and Ivan Titov 17:00-18:00 Session 9A Theme-1 [Long] (Re)construing Meaning in NLP Sean Trott, Tiago Timponi Torrent, Nancy Chang and Nathan Schneider [Long] Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Emily M. Bender and Alexander Koller [Long] Examining Citations of Natural Language Processing Literature Saif M. Mohammad [Short] How Can We Accelerate Progress Towards Human-like Linguistic General- ization? Tal Linzen [Long] How Does NLP Benefit Legal System: A Summary of Legal Artificial Intel- ligence Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu and Maosong Sun [Long] Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann and Samuel R. Bowman", "links": null }, "BIBREF658": { "ref_id": "b658", "title": "Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah, H. Andrew Schwartz and Dirk Hovy [Short] What Does BERT with Vision Look At?", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah, H. Andrew Schwartz and Dirk Hovy [Short] What Does BERT with Vision Look At? Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh and Kai-Wei Chang", "links": null }, "BIBREF659": { "ref_id": "b659", "title": "00 Session 9A Student Research Workshop [SRW] Checkpoint Reranking: An Approach to Select Better Hypothesis for Neural Machine Translation Systems Vinay Pandramish and Dipti Misra Sharma", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 17:00-18:00 Session 9A Student Research Workshop [SRW] Checkpoint Reranking: An Approach to Select Better Hypothesis for Neural Machine Translation Systems Vinay Pandramish and Dipti Misra Sharma", "links": null }, "BIBREF660": { "ref_id": "b660", "title": "SRW] Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition Yuhui Zhang and Allen Nie [SRW] Exploring the Role of Context to Distinguish Rhetorical and Information-Seeking Questions Yuan Zhuang and Ellen Riloff 17:45-18:30 Demo Session 4B [Demo] BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab Yonghao Jin, Fei Li and Hong Yu [Demo] Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations", "authors": [], "year": null, "venue": "Knowledgeable Stylized Integrated Text Generation Platform Xiang Gao, Michel Galley and Bill Dolan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Cross-Lingual Disaster-related Multi-label Tweet Classification with Mani- fold Mixup Jishnu Ray Chowdhury, Cornelia Caragea and Doina Caragea [SRW] Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition Yuhui Zhang and Allen Nie [SRW] Exploring the Role of Context to Distinguish Rhetorical and Information- Seeking Questions Yuan Zhuang and Ellen Riloff 17:45-18:30 Demo Session 4B [Demo] BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab Yonghao Jin, Fei Li and Hong Yu [Demo] Interactive Task Learning from GUI-Grounded Natural Language Instruc- tions and Demonstrations Toby Jia-Jun Li, Tom Mitchell and Brad Myers [Demo] MixingBoard: a Knowledgeable Stylized Integrated Text Generation Plat- form Xiang Gao, Michel Galley and Bill Dolan", "links": null }, "BIBREF661": { "ref_id": "b661", "title": "00 Session 9B Computational Social Science and Social Media", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 18:00-19:00 Session 9B Computational Social Science and Social Media-7", "links": null }, "BIBREF662": { "ref_id": "b662", "title": "Danae S\u00e1nchez Villegas, Daniel Preotiuc-Pietro and Nikolaos Aletras [Long] Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards Justine Zhang and Cristian Danescu-Niculescu-Mizil [Long] Detecting Perceived Emotions in Hurricane Disasters", "authors": [], "year": null, "venue": "Analyzing Political Parody in Social Media Antonios Maronikolakis", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Analyzing Political Parody in Social Media Antonios Maronikolakis, Danae S\u00e1nchez Villegas, Daniel Preotiuc-Pietro and Niko- laos Aletras [Long] Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards Justine Zhang and Cristian Danescu-Niculescu-Mizil [Long] Detecting Perceived Emotions in Hurricane Disasters Shrey Desai, Cornelia Caragea and Junyi Jessy Li", "links": null }, "BIBREF663": { "ref_id": "b663", "title": "Text-Based Ideal Points Keyon Vafa, Suresh Naidu and David Blei [Long] Understanding the Language of Political Agreement and Disagreement in Legislative Texts Maryam Davoodi, Eric Waltenburg and Dan Goldwasser [Short] Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and", "authors": [ { "first": "Niranjan", "middle": [], "last": "Balasubramanian", "suffix": "" }, { "first": "H. Andrew", "middle": [], "last": "Schwartz", "suffix": "" }, { "first": "David", "middle": [], "last": "Jensen", "suffix": "" }, { "first": "Brendan O'", "middle": [], "last": "Connor", "suffix": "" } ], "year": 2020, "venue": "Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention Veronica Lynn", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention Veronica Lynn, Niranjan Balasubramanian and H. Andrew Schwartz [Long] Measuring Forecasting Skill from Text Shi Zong, Alan Ritter and Eduard Hovy [Long] Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates Katherine Keith, David Jensen and Brendan O'Connor [Long] Text-Based Ideal Points Keyon Vafa, Suresh Naidu and David Blei [Long] Understanding the Language of Political Agreement and Disagreement in Legislative Texts Maryam Davoodi, Eric Waltenburg and Dan Goldwasser [Short] Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu and Chris Pal Tuesday, July 7, 2020 UTC+0 (continued) 18:00-19:00 Session 9B Discourse and Pragmatics-4", "links": null }, "BIBREF664": { "ref_id": "b664", "title": "Long] Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster, Yuxing Chen and Judith Degen [Short] Implicit Discourse Relation Classification: We Need to Talk about Evaluation Najoung Kim, Song Feng, Chulaka Gunasekara and Luis Lastras [Long] PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel and Karen Livescu [Short] ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT Linfeng Song", "authors": [ { "first": "Aaron", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Ruihong", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Lu", "middle": [], "last": "Wang", "suffix": "" } ], "year": null, "venue": "Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Prafulla Kumar Choubey", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang and Lu Wang [Long] Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster, Yuxing Chen and Judith Degen [Short] Implicit Discourse Relation Classification: We Need to Talk about Evalua- tion Najoung Kim, Song Feng, Chulaka Gunasekara and Luis Lastras [Long] PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel and Karen Livescu [Short] ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen and Dong Yu 18:00-19:00 Session 9B Ethics and NLP-4", "links": null }, "BIBREF665": { "ref_id": "b665", "title": "Language (Technology) is Power: A Critical Survey of \"Bias", "authors": [ { "first": "Xi", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Nazneen", "middle": [], "last": "Victoria Lin", "suffix": "" }, { "first": "Bryan", "middle": [], "last": "Fatema Rajani", "suffix": "" }, { "first": "Vicente", "middle": [], "last": "Mccann", "suffix": "" }, { "first": "Caiming", "middle": [], "last": "Ordonez", "suffix": "" }, { "first": "", "middle": [], "last": "Xiong", "suffix": "" } ], "year": 2020, "venue": "Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Contextualizing Hate Speech Classifiers with Post-hoc Explanation Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani and Xiang Ren [Long] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitiga- tion Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez and Caiming Xiong [Long] Language (Technology) is Power: A Critical Survey of \"Bias\" in NLP Su Lin Blodgett, Solon Barocas, Hal Daum\u00e9 III and Hanna Wallach [Long] Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith and Yejin Choi [Short] Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong and Stephen Denuyl Tuesday, July 7, 2020 UTC+0 (continued)", "links": null }, "BIBREF666": { "ref_id": "b666", "title": "Session 9B Interpretability and Analysis of Models for NLP-6 [Short] A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar and Yiming Yang [Long] Cross-Linguistic Syntactic Evaluation of Word Prediction", "authors": [ { "first": "Irene Mengze", "middle": [], "last": "Li", "suffix": "" }, { "first": "Emily", "middle": [], "last": "Zheng", "suffix": "" }, { "first": "Chong", "middle": [], "last": "Yao", "suffix": "" }, { "first": "Ruslan", "middle": [], "last": "Lim", "suffix": "" }, { "first": "Louis-Philippe ;", "middle": [], "last": "Salakhutdinov", "suffix": "" }, { "first": "A", "middle": [], "last": "Bert Ethan", "suffix": "" }, { "first": "John", "middle": [], "last": "Chi", "suffix": "" }, { "first": "Christopher", "middle": [ "D" ], "last": "Hewitt", "suffix": "" }, { "first": "", "middle": [], "last": "Manning", "suffix": "" } ], "year": null, "venue": "Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks R. Thomas McCoy", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Towards Debiasing Sentence Representations Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhut- dinov and Louis-Philippe Morency 18:00-19:00 Session 9B Interpretability and Analysis of Models for NLP-6 [Short] A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar and Yiming Yang [Long] Cross-Linguistic Syntactic Evaluation of Word Prediction Models Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina and Tal Linzen [TACL] Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks R. Thomas McCoy, Robert Frank, Tal Linzen [Long] Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? Peter Hase and Mohit Bansal [Long] Explaining Black Box Predictions and Unveiling Data Artifacts through In- fluence Functions Xiaochuang Han, Byron C. Wallace and Yulia Tsvetkov [Long] Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi, John Hewitt and Christopher D. Manning [Long] Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Hanjie Chen, Guangtao Zheng and Yangfeng Ji", "links": null }, "BIBREF667": { "ref_id": "b667", "title": "Long] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Apoorv Saxena, Aditay Tripathi and Partha Talukdar [TACL] Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun, Dian Yu, Dong Yu, Claire Cardie [Short] Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai and Hannaneh Hajishirzi [Short] On the Importance of Diversity in Question Generation for QA Md Arafat Sultan, Shubham Chandel, Ram\u00f3n Fernandez Astudillo and Vittorio Castelli [Long] Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng", "authors": [ { "first": "Ben", "middle": [], "last": "Subramanian", "suffix": "" }, { "first": "Nitish", "middle": [], "last": "Bogin", "suffix": "" }, { "first": "Tomer", "middle": [], "last": "Gupta", "suffix": "" }, { "first": "Sameer", "middle": [], "last": "Wolfson", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Singh", "suffix": "" }, { "first": "Matt", "middle": [], "last": "Berant", "suffix": "" }, { "first": "Dani", "middle": [], "last": "Gardner ; Sebastian Ruder", "suffix": "" }, { "first": "Ankit", "middle": [], "last": "Yogatama ; Mor Geva", "suffix": "" }, { "first": "Yoav", "middle": [], "last": "Gupta", "suffix": "" }, { "first": "Matt", "middle": [], "last": "Goldberg", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Gardner", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Deutch", "suffix": "" }, { "first": ";", "middle": [], "last": "Berant", "suffix": "" }, { "first": "Lingfei", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Qingkai", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Shu", "middle": [], "last": "Zeng", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Tao", "suffix": "" }, { "first": "Meng", "middle": [], "last": "Deng", "suffix": "" }, { "first": "", "middle": [], "last": "Jiang", "suffix": "" } ], "year": 2020, "venue": "On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Obtaining Faithful Interpretations from Compositional Neural Networks Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant and Matt Gardner [Long] On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe, Sebastian Ruder and Dani Yogatama [Long] Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson, Lili Yu and Tao Lei Tuesday, July 7, 2020 UTC+0 (continued) 18:00-19:00 Session 9B Question Answering-6 [Short] Benefits of Intermediate Annotations in Reading Comprehension Dheeru Dua, Sameer Singh and Matt Gardner [TACL] Break It Down: A Question Understanding Benchmark Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant [Short] Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng and Meng Jiang [Long] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Apoorv Saxena, Aditay Tripathi and Partha Talukdar [TACL] Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun, Dian Yu, Dong Yu, Claire Cardie [Short] Logic-Guided Data Augmentation and Regularization for Consistent Ques- tion Answering Akari Asai and Hannaneh Hajishirzi [Short] On the Importance of Diversity in Question Generation for QA Md Arafat Sultan, Shubham Chandel, Ram\u00f3n Fernandez Astudillo and Vittorio Castelli [Long] Probabilistic Assumptions Matter: Improved Models for Distantly- Supervised Document-Level Question Answering Hao Cheng, Ming-Wei Chang, Kenton Lee and Kristina Toutanova [Long] SCDE: Sentence Cloze Dataset with High Quality Distractors From Exam- inations Xiang Kong, Varun Gangal and Eduard Hovy [Long] Selective Question Answering under Domain Shift Amita Kamath, Robin Jia and Percy Liang", "links": null }, "BIBREF668": { "ref_id": "b668", "title": "Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander Fabbri", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Template-Based Question Generation from Retrieved Sentences for Im- proved Unsupervised Question Answering Alexander Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati and Bing Xiang", "links": null }, "BIBREF670": { "ref_id": "b670", "title": "The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini and Alessandro Moschitti [Short] Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao", "authors": [ { "first": "Jinho", "middle": [ "D" ], "last": "Li", "suffix": "" }, { "first": "[", "middle": [], "last": "Choi", "suffix": "" }, { "first": "Q", "middle": [ "A" ], "last": "Tacl] Tydi", "suffix": "" } ], "year": null, "venue": "A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini and Alessandro Moschitti [Short] Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li and Jinho D. Choi [TACL] TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages Jonathan H Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Gar- rette, Michael Collins, Tom Kwiatkowski 18:00-19:00 Session 9B Resources and Evaluation-10", "links": null }, "BIBREF671": { "ref_id": "b671", "title": "An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results Enrique Amigo, Julio Gonzalo", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results Enrique Amigo, Julio Gonzalo, Stefano Mizzaro and Jorge Carrillo-de-Albornoz", "links": null }, "BIBREF672": { "ref_id": "b672", "title": "Long] STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak, Jonathan Malmaud and Roger Levy [Long] WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang", "authors": [ { "first": "Daniel", "middle": [], "last": "Khashabi", "suffix": "" }, { "first": "Ashish", "middle": [], "last": "Sabharwal", "suffix": "" }, { "first": "Dan", "middle": [], "last": "Roth", "suffix": "" } ], "year": null, "venue": "Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses Erfan Sadeqi Azer", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal and Dan Roth [Long] STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak, Jonathan Malmaud and Roger Levy [Long] WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang, Xinran Zhao and Yangqiu Song", "links": null }, "BIBREF673": { "ref_id": "b673", "title": "00 Session 9B Sentiment Analysis, Stylistic Analysis, and Argument Mining", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 18:00-19:00 Session 9B Sentiment Analysis, Stylistic Analysis, and Argument Mining-7", "links": null }, "BIBREF674": { "ref_id": "b674", "title": "Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity Joseph Sirrianni, Xiaoqing Liu and Douglas Adams", "links": null }, "BIBREF675": { "ref_id": "b675", "title": "Efficient Pairwise Annotation of Argument Quality Lukas Gienapp, Benno Stein, Matthias Hagen and Martin Potthast [Short] Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification Nianzu Ma", "authors": [ { "first": "Sahisnu", "middle": [], "last": "Mazumder", "suffix": "" }, { "first": "Hao", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Bing", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "OpinionDigest: A Simple Framework for Opinion Summarization Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis and Wang-Chiew Tan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning Hongliang Fei and Ping Li [Long] Efficient Pairwise Annotation of Argument Quality Lukas Gienapp, Benno Stein, Matthias Hagen and Martin Potthast [Short] Entity-Aware Dependency-Based Deep Graph Attention Network for Com- parative Preference Classification Nianzu Ma, Sahisnu Mazumder, Hao Wang and Bing Liu [Long] GoEmotions: A Dataset of Fine-Grained Emotions Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade and Sujith Ravi [Short] OpinionDigest: A Simple Framework for Opinion Summarization Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis and Wang-Chiew Tan", "links": null }, "BIBREF676": { "ref_id": "b676", "title": "A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks Nastaran Babanejad, Ameeta Agrawal, Aijun An and Manos Papagelis", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Comprehensive Analysis of Preprocessing for Word Representation Learn- ing in Affective Tasks Nastaran Babanejad, Ameeta Agrawal, Aijun An and Manos Papagelis", "links": null }, "BIBREF677": { "ref_id": "b677", "title": "and Yoshua Bengio [SRW] RPD: A Distance Function Between Word Embeddings Xuhui Zhou, Shujian Huang and Zaixiang Zheng", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 18:00-19:00 Session 9B Student Research Workshop [SRW] Compositional Generalization by Factorizing Alignment and Translation Jacob Russin, Jason Jo, Randall O'Reilly and Yoshua Bengio [SRW] RPD: A Distance Function Between Word Embeddings Xuhui Zhou, Shujian Huang and Zaixiang Zheng", "links": null }, "BIBREF678": { "ref_id": "b678", "title": "Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition Yuhui Zhang and Allen Nie 18:30-19:15 Demo Session 4C [Demo] NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature Saif M. Mohammad [Demo] Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines Nabil Hossain, John Krumm, Tanvir Sajed and Henry Kautz [Demo] Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing Ben Swanson and Boris Smus Tuesday", "authors": [ { "first": "Tianyi", "middle": [], "last": "Luo", "suffix": "" }, { "first": "Xingyu", "middle": [], "last": "Li", "suffix": "" }, { "first": "Hainan", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Yang", "middle": [], "last": "Liu", "suffix": "" } ], "year": 2020, "venue": "#NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media Ashima Suvarna and Grusha Bhalla [SRW] Research Replication Prediction Using Weakly Supervised Learning", "volume": "20", "issue": "", "pages": "0--21", "other_ids": {}, "num": null, "urls": [], "raw_text": "#NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media Ashima Suvarna and Grusha Bhalla [SRW] Research Replication Prediction Using Weakly Supervised Learning Tianyi Luo, Xingyu Li, Hainan Wang and Yang Liu [SRW] Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition Yuhui Zhang and Allen Nie 18:30-19:15 Demo Session 4C [Demo] NLP Scholar: An Interactive Visual Explorer for Natural Language Pro- cessing Literature Saif M. Mohammad [Demo] Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines Nabil Hossain, John Krumm, Tanvir Sajed and Henry Kautz [Demo] Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing Ben Swanson and Boris Smus Tuesday, July 7, 2020 UTC+0 (continued) 20:00-20:45 Demo Session 5A [Demo] DIALOGPT : Large-Scale Generative Pre-training for Conversational Re- sponse Generation Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu and Bill Dolan [Demo] Label Noise in Context Michael Desmond, Catherine Finegan-Dollak, Jeff Boston and Matt Arnold [Demo] Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi, Richard Socher, Caiming Xiong, Michael Lyu and Irwin King 20:00-21:00 Session 10A Computational Social Science and Social Media-8", "links": null }, "BIBREF679": { "ref_id": "b679", "title": "Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards Justine Zhang and Cristian Danescu-Niculescu-Mizil [Long] Detecting Perceived Emotions in Hurricane Disasters", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards Justine Zhang and Cristian Danescu-Niculescu-Mizil [Long] Detecting Perceived Emotions in Hurricane Disasters Shrey Desai, Cornelia Caragea and Junyi Jessy Li", "links": null }, "BIBREF680": { "ref_id": "b680", "title": "Masking Actor Information Leads to Fairer Political Claims Detection Erenay Dayanik and Sebastian Pad\u00f3 [Long] Measuring Forecasting Skill from Text Shi Zong, Alan Ritter and Eduard Hovy [Long] Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates Katherine Keith, David Jensen and Brendan O'Connor [Long] Text-Based Ideal Points Keyon Vafa", "authors": [ { "first": "Niranjan", "middle": [], "last": "Balasubramanian", "suffix": "" }, { "first": "H. Andrew", "middle": [], "last": "Schwartz", "suffix": "" } ], "year": null, "venue": "Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention Veronica Lynn", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention Veronica Lynn, Niranjan Balasubramanian and H. Andrew Schwartz [Short] Masking Actor Information Leads to Fairer Political Claims Detection Erenay Dayanik and Sebastian Pad\u00f3 [Long] Measuring Forecasting Skill from Text Shi Zong, Alan Ritter and Eduard Hovy [Long] Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates Katherine Keith, David Jensen and Brendan O'Connor [Long] Text-Based Ideal Points Keyon Vafa, Suresh Naidu and David Blei [Long] Understanding the Language of Political Agreement and Disagreement in Legislative Texts Maryam Davoodi, Eric Waltenburg and Dan Goldwasser", "links": null }, "BIBREF682": { "ref_id": "b682", "title": "Provenance for Natural Language Claims Yi Zhang, Zachary Ives and Dan Roth [Short] Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and", "authors": [ { "first": "Kenneth", "middle": [], "last": "Joseph", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Morgan", "suffix": "" } ], "year": null, "venue": "When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People", "volume": "20", "issue": "", "pages": "0--21", "other_ids": {}, "num": null, "urls": [], "raw_text": "When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? Kenneth Joseph and Jonathan Morgan [Long] \"Who said it, and Why?\" Provenance for Natural Language Claims Yi Zhang, Zachary Ives and Dan Roth [Short] Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu and Chris Pal 20:00-21:00 Session 10A Dialogue and Interactive Systems-12", "links": null }, "BIBREF683": { "ref_id": "b683", "title": "CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant Kavya Srinet", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assis- tant Kavya Srinet, Yacine Jernite, Jonathan Gray and arthur szlam", "links": null }, "BIBREF684": { "ref_id": "b684", "title": ":00 Session 10A Interpretability and Analysis of Models for NLP-7 [Short] A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar and Yiming Yang [Long] Cross-Linguistic Syntactic Evaluation of Word Prediction Models", "authors": [ { "first": "Stephen", "middle": [], "last": "Li", "suffix": "" }, { "first": "Ilia", "middle": [], "last": "Roller", "suffix": "" }, { "first": "Sean", "middle": [], "last": "Kulikov", "suffix": "" }, { "first": "Y-Lan", "middle": [], "last": "Welleck", "suffix": "" }, { "first": "Kyunghyun", "middle": [], "last": "Boureau", "suffix": "" }, { "first": "Jason", "middle": [], "last": "Cho", "suffix": "" }, { "first": "", "middle": [], "last": "Weston", "suffix": "" } ], "year": null, "venue": "Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret", "volume": "20", "issue": "", "pages": "0--21", "other_ids": {}, "num": null, "urls": [], "raw_text": "Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho and Jason Weston 20:00-21:00 Session 10A Interpretability and Analysis of Models for NLP-7 [Short] A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar and Yiming Yang [Long] Cross-Linguistic Syntactic Evaluation of Word Prediction Models Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina and Tal Linzen [Long] ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher and Byron C. Wallace [Long] Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? Peter Hase and Mohit Bansal [Long] Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi, John Hewitt and Christopher D. Manning", "links": null }, "BIBREF686": { "ref_id": "b686", "title": "How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope Yiyun Zhao and Steven Bethard [Long] Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta [Long] Interpreting Pretrained Contextualized Representations via Reductions to Static", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope Yiyun Zhao and Steven Bethard [Long] Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta [Long] Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings Rishi Bommasani, Kelly Davis and Claire Cardie", "links": null }, "BIBREF687": { "ref_id": "b687", "title": "Rationalizing Text Matching: Learning Sparse Alignments via", "authors": [ { "first": "Ben", "middle": [], "last": "Bogin", "suffix": "" }, { "first": "Nitish", "middle": [], "last": "Gupta", "suffix": "" }, { "first": "Tomer", "middle": [], "last": "Wolfson", "suffix": "" }, { "first": "Sameer", "middle": [], "last": "Singh", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Berant", "suffix": "" }, { "first": "Matt", "middle": [], "last": "Gardner", "suffix": "" } ], "year": null, "venue": "Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words Josef Klafka and Allyson Ettinger", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Obtaining Faithful Interpretations from Compositional Neural Networks Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant and Matt Gardner [Long] Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson, Lili Yu and Tao Lei [Long] Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words Josef Klafka and Allyson Ettinger", "links": null }, "BIBREF688": { "ref_id": "b688", "title": "DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian and Niranjan Balasubramanian [TACL] Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun", "authors": [ { "first": "Bert Is", "middle": [], "last": "What", "suffix": "" }, { "first": ";", "middle": [], "last": "Not", "suffix": "" }, { "first": "Lingfei", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Qingkai", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Shu", "middle": [], "last": "Zeng", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Tao", "suffix": "" }, { "first": "Meng", "middle": [], "last": "Deng", "suffix": "" }, { "first": "", "middle": [], "last": "Jiang ; Dian", "suffix": "" }, { "first": "Dong", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Claire", "middle": [ "Cardie" ], "last": "Yu", "suffix": "" }, { "first": "", "middle": [], "last": "Tuesday", "suffix": "" } ], "year": 2020, "venue": "Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models Allyson Ettinger", "volume": "20", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnos- tics for Language Models Allyson Ettinger 20:00-21:00 Session 10A Question Answering-7 [Short] Benefits of Intermediate Annotations in Reading Comprehension Dheeru Dua, Sameer Singh and Matt Gardner [Short] Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng and Meng Jiang [Long] DeFormer: Decomposing Pre-trained Transformers for Faster Question An- swering Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian and Niranjan Balasubrama- nian [TACL] Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun, Dian Yu, Dong Yu, Claire Cardie Tuesday, July 7, 2020 UTC+0 (continued)", "links": null }, "BIBREF689": { "ref_id": "b689", "title": "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai and Hannaneh Hajishirzi [Long] Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng, Ming-Wei Chang, Kenton Lee and Kristina Toutanova [Long] Selective Question Answering under Domain Shift Amita Kamath", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Logic-Guided Data Augmentation and Regularization for Consistent Ques- tion Answering Akari Asai and Hannaneh Hajishirzi [Long] Probabilistic Assumptions Matter: Improved Models for Distantly- Supervised Document-Level Question Answering Hao Cheng, Ming-Wei Chang, Kenton Lee and Kristina Toutanova [Long] Selective Question Answering under Domain Shift Amita Kamath, Robin Jia and Percy Liang", "links": null }, "BIBREF690": { "ref_id": "b690", "title": "A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages", "authors": [ { "first": "Q", "middle": [ "A" ], "last": "Tydi", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages Jonathan H Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Gar- rette, Michael Collins, Tom Kwiatkowski", "links": null }, "BIBREF691": { "ref_id": "b691", "title": "Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav", "authors": [], "year": null, "venue": "Steven Bethard and Mihai Surdeanu", "volume": "20", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav, Steven Bethard and Mihai Surdeanu 20:00-21:00 Session 10A Resources and Evaluation-11", "links": null }, "BIBREF692": { "ref_id": "b692", "title": "CL] LINSPECTOR: Multilingual Probing Tasks for Word Representations G\u00f6zde G\u00fcl Sahin, Clara Vania, Ilia Kuznetsov, Iryna Gurevych [TACL] Paraphrase-Sense-Tagged Sentences Anne Cocos, Chris Callison-Burch [Long] Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation", "authors": [ { "first": "Tongshuang", "middle": [], "last": "Marco Tulio Ribeiro", "suffix": "" }, { "first": "Carlos", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Sameer", "middle": [], "last": "Guestrin", "suffix": "" }, { "first": "", "middle": [], "last": "Singh ; 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Bender and Alexander Koller [Long] Examining Citations of Natural Language Processing Literature Saif M. Mohammad [Short] How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen [Long] How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxi Zhong", "authors": [ { "first": "Tuesday ; Tiago Timponi", "middle": [], "last": "Torrent", "suffix": "" }, { "first": "Nancy", "middle": [], "last": "Chang", "suffix": "" }, { "first": "Nathan", "middle": [], "last": "Schneider", "suffix": "" } ], "year": 2020, "venue": "Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu and Maosong Sun [Long] Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 20:00-21:00 Session 10A Theme-2 [Long] (Re)construing Meaning in NLP Sean Trott, Tiago Timponi Torrent, Nancy Chang and Nathan Schneider [Long] Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Emily M. Bender and Alexander Koller [Long] Examining Citations of Natural Language Processing Literature Saif M. Mohammad [Short] How Can We Accelerate Progress Towards Human-like Linguistic General- ization? Tal Linzen [Long] How Does NLP Benefit Legal System: A Summary of Legal Artificial Intel- ligence Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu and Maosong Sun [Long] Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann and Samuel R. Bowman", "links": null }, "BIBREF699": { "ref_id": "b699", "title": "Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah, H. Andrew Schwartz and Dirk Hovy [Short] What Does BERT with Vision Look At?", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah, H. Andrew Schwartz and Dirk Hovy [Short] What Does BERT with Vision Look At? Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh and Kai-Wei Chang", "links": null }, "BIBREF700": { "ref_id": "b700", "title": "Demo Session 5B [Demo] Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "Visual Analysis Tool to Explore Learned Representations in Transformer Models Benjamin Hoover", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 20:45-21:30 Demo Session 5B [Demo] Interactive Task Learning from GUI-Grounded Natural Language Instruc- tions and Demonstrations Toby Jia-Jun Li, Tom Mitchell and Brad Myers [Demo] exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models Benjamin Hoover, Hendrik Strobelt and Sebastian Gehrmann 21:00-22:00 Session 10B Discourse and Pragmatics-5", "links": null }, "BIBREF701": { "ref_id": "b701", "title": "Long] Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster, Yuxing Chen and Judith Degen [Short] Implicit Discourse Relation Classification: We Need to Talk about Evaluation Najoung Kim, Song Feng, Chulaka Gunasekara and Luis Lastras [Long] PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel and Karen Livescu [Short] ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT Linfeng Song", "authors": [ { "first": "Aaron", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Ruihong", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Lu", "middle": [], "last": "Wang", "suffix": "" } ], "year": null, "venue": "Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Prafulla Kumar Choubey", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang and Lu Wang [Long] Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster, Yuxing Chen and Judith Degen [Short] Implicit Discourse Relation Classification: We Need to Talk about Evalua- tion Najoung Kim, Song Feng, Chulaka Gunasekara and Luis Lastras [Long] PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel and Karen Livescu [Short] ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen and Dong Yu", "links": null }, "BIBREF703": { "ref_id": "b703", "title": "Language (Technology) is Power: A Critical Survey of \"Bias", "authors": [ { "first": "Xi", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Nazneen", "middle": [], "last": "Victoria Lin", "suffix": "" }, { "first": "Bryan", "middle": [], "last": "Fatema Rajani", "suffix": "" }, { "first": "Vicente", "middle": [], "last": "Mccann", "suffix": "" }, { "first": "Caiming", "middle": [], "last": "Ordonez", "suffix": "" }, { "first": "", "middle": [], "last": "Xiong", "suffix": "" } ], "year": null, "venue": "Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Contextualizing Hate Speech Classifiers with Post-hoc Explanation Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani and Xiang Ren [Long] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitiga- tion Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez and Caiming Xiong [Long] Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao, Subhabrata Mukherjee, saghar Hosseini, Kai-Wei Chang and Ahmed Hassan Awadallah [Long] Language (Technology) is Power: A Critical Survey of \"Bias\" in NLP Su Lin Blodgett, Solon Barocas, Hal Daum\u00e9 III and Hanna Wallach [Short] Mitigating Gender Bias Amplification in Distribution by Posterior Regular- ization Shengyu Jia, Tao Meng, Jieyu Zhao and Kai-Wei Chang", "links": null }, "BIBREF704": { "ref_id": "b704", "title": "Short] Social Biases in NLP Models as Barriers for Persons with", "authors": [ { "first": "Saadia", "middle": [], "last": "Gabriel", "suffix": "" }, { "first": "Lianhui", "middle": [], "last": "Qin", "suffix": "" }, { "first": "Dan", "middle": [], "last": "Jurafsky", "suffix": "" }, { "first": "Noah", "middle": [ "A" ], "last": "Smith", "suffix": "" }, { "first": "Yejin", "middle": [], "last": "Choi", "suffix": "" } ], "year": null, "venue": "Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith and Yejin Choi [Short] Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong and Stephen Denuyl [Long] Toward Gender-Inclusive Coreference Resolution Yang Trista Cao and Hal Daum\u00e9 III [Long] Towards Debiasing Sentence Representations Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhut- dinov and Louis-Philippe Morency", "links": null }, "BIBREF705": { "ref_id": "b705", "title": "Session 10B Interpretability and Analysis of Models for NLP", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 21:00-22:00 Session 10B Interpretability and Analysis of Models for NLP-8", "links": null }, "BIBREF706": { "ref_id": "b706", "title": "Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions Xiaochuang Han", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Explaining Black Box Predictions and Unveiling Data Artifacts through In- fluence Functions Xiaochuang Han, Byron C. Wallace and Yulia Tsvetkov", "links": null }, "BIBREF707": { "ref_id": "b707", "title": "Learning to Deceive with Attention-Based Explanations Danish Pruthi", "authors": [ { "first": "Guangtao", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Yangfeng Ji ; Mansi", "middle": [], "last": "Zheng", "suffix": "" }, { "first": "Bhuwan", "middle": [], "last": "Gupta", "suffix": "" }, { "first": "Graham", "middle": [], "last": "Dhingra", "suffix": "" }, { "first": "Zachary", "middle": [ "C" ], "last": "Neubig", "suffix": "" }, { "first": "", "middle": [], "last": "Lipton", "suffix": "" } ], "year": null, "venue": "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Hanjie", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Hanjie Chen, Guangtao Zheng and Yangfeng Ji [Long] Learning to Deceive with Attention-Based Explanations Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig and Zachary C. Lipton [Long] Learning to Faithfully Rationalize by Construction Sarthak Jain, Sarah Wiegreffe, Yuval Pinter and Byron C. Wallace [Short] On the Spontaneous Emergence of Discrete and Compositional Signals Nur Geffen Lan, Emmanuel Chemla and Shane Steinert-Threlkeld 21:00-22:00 Session 10B Language Grounding to Vision, Robotics and Beyond-4", "links": null }, "BIBREF708": { "ref_id": "b708", "title": "Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA Hyounghun Kim", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Dense-Caption Matching and Frame-Selection Gating for Temporal Local- ization in VideoQA Hyounghun Kim, Zineng Tang and Mohit Bansal", "links": null }, "BIBREF709": { "ref_id": "b709", "title": "Shaping Visual Representations with Language for Few-Shot Classification Jesse Mu", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Shaping Visual Representations with Language for Few-Shot Classification Jesse Mu, Percy Liang and Noah Goodman", "links": null }, "BIBREF710": { "ref_id": "b710", "title": "Session 10B Machine Learning", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 21:00-22:00 Session 10B Machine Learning for NLP-11", "links": null }, "BIBREF711": { "ref_id": "b711", "title": "Karl Stratos and Karen Livescu [Long] Improving Transformer Models by Reordering their Sublayers Ofir Press", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Discrete Latent Variable Representations for Low-Resource Text Classifica- tion Shuning Jin, Sam Wiseman, Karl Stratos and Karen Livescu [Long] Improving Transformer Models by Reordering their Sublayers Ofir Press, Noah A. Smith and Omer Levy", "links": null }, "BIBREF712": { "ref_id": "b712", "title": "Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models Dan Iter", "authors": [ { "first": "Maitrey", "middle": [], "last": "Mehta", "suffix": "" }, { "first": "Vivek", "middle": [], "last": "Srikumar ; Kelvin", "suffix": "" }, { "first": "Larry", "middle": [], "last": "Guu", "suffix": "" }, { "first": "Dan Jurafsky ; Danqi", "middle": [], "last": "Lansing", "suffix": "" }, { "first": "Yinhan", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Daniel", "middle": [ "S" ], "last": "Liu", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Weld", "suffix": "" }, { "first": "", "middle": [], "last": "Zettlemoyer", "suffix": "" } ], "year": null, "venue": "SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye, Chengyue Gong and Qiang Liu [TACL] SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "Learning Constraints for Structured Prediction Using Rectifier Networks Xingyuan Pan, Maitrey Mehta and Vivek Srikumar [Long] Pretraining with Contrastive Sentence Objectives Improves Discourse Per- formance of Language Models Dan Iter, Kelvin Guu, Larry Lansing and Dan Jurafsky [Short] SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye, Chengyue Gong and Qiang Liu [TACL] SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy 21:00-22:00 Session 10B Question Answering-8", "links": null }, "BIBREF713": { "ref_id": "b713", "title": "On the Importance of Diversity in Question Generation for QA Md Arafat Sultan, Shubham Chandel, Ram\u00f3n Fernandez Astudillo and Vittorio Castelli [Long] SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations Xiang Kong, Varun Gangal and Eduard Hovy [Long] The Cascade Transformer: an Application for Efficient Answer Sentence Selection", "authors": [ { "first": "Bernal Jimenez", "middle": [], "last": "Yue", "suffix": "" }, { "first": "Huan", "middle": [], "last": "Gutierrez", "suffix": "" }, { "first": "", "middle": [], "last": "Sun", "suffix": "" } ], "year": null, "venue": "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang Yue, Bernal Jimenez Gutierrez and Huan Sun [Short] On the Importance of Diversity in Question Generation for QA Md Arafat Sultan, Shubham Chandel, Ram\u00f3n Fernandez Astudillo and Vittorio Castelli [Long] SCDE: Sentence Cloze Dataset with High Quality Distractors From Exam- inations Xiang Kong, Varun Gangal and Eduard Hovy [Long] The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini and Alessandro Moschitti", "links": null }, "BIBREF715": { "ref_id": "b715", "title": "Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li and Jinho D", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li and Jinho D. Choi 21:00-22:00 Session 10B Resources and Evaluation-12", "links": null }, "BIBREF716": { "ref_id": "b716", "title": "A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks Angela Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks Angela Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey and Bill Dolan", "links": null }, "BIBREF717": { "ref_id": "b717", "title": "Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing Jiangming", "authors": [ { "first": "Adina", "middle": [], "last": "Williams", "suffix": "" }, { "first": "Emily", "middle": [], "last": "Dinan", "suffix": "" }, { "first": "Mohit", "middle": [], "last": "Bansal", "suffix": "" }, { "first": "Jason", "middle": [], "last": "Weston", "suffix": "" }, { "first": "Douwe", "middle": [], "last": "Kiela", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston and Douwe Kiela [Long] Dialogue-Based Relation Extraction Dian Yu, Kai Sun, Claire Cardie and Dong Yu [Short] Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing Jiangming Liu, Shay B. Cohen and Mirella Lapata [Long] Facet-Aware Evaluation for Extractive Summarization Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren and Jiawei Han", "links": null }, "BIBREF718": { "ref_id": "b718", "title": "Hearst [Long] Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses", "authors": [ { "first": "Grace", "middle": [ "Hui" ], "last": "Stasaski", "suffix": "" }, { "first": "Marti", "middle": [ "A" ], "last": "Yang", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Malmaud", "suffix": "" }, { "first": "Roger", "middle": [], "last": "Levy", "suffix": "" } ], "year": null, "venue": "Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "More Diverse Dialogue Datasets via Diversity-Informed Data Collection Katherine Stasaski, Grace Hui Yang and Marti A. Hearst [Long] Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal and Dan Roth [Long] S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney and Daniel Weld [Long] STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak, Jonathan Malmaud and Roger Levy [Long] WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang, Xinran Zhao and Yangqiu Song", "links": null }, "BIBREF719": { "ref_id": "b719", "title": "Session 10B Speech and Multimodality", "authors": [ { "first": "Tuesday", "middle": [], "last": "", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tuesday, July 7, 2020 UTC+0 (continued) 21:00-22:00 Session 10B Speech and Multimodality-6", "links": null }, "BIBREF720": { "ref_id": "b720", "title": "Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang", "authors": [], "year": null, "venue": "Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations Karan Singla", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "Towards end-2-end learning for predicting behavior codes from spoken ut- terances in psychotherapy conversations Karan Singla, Zhuohao Chen, David Atkins and Shrikanth Narayanan 21:00-22:00 Session 10B Summarization-5 [Short] A Transformer-based Approach for Source Code Summarization Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray and Kai-Wei Chang [Long] Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang, Kyunghyun Cho and Mike Lewis [Long] Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu, Zhe Gan, Yu Cheng and Jingjing Liu", "links": null }, "BIBREF721": { "ref_id": "b721", "title": "FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus, He He and Mona Diab [Short] Fact-based Content Weighting for Evaluating Abstractive Summarisation Xinnuo Xu, Ond\u0159ej Du\u0161ek, Jingyi Li, Verena Rieser and Ioannis Konstas [Long] Hooks in the Headline: Learning to Generate Headlines with", "authors": [ { "first": "Raphael", "middle": [], "last": "Schumann", "suffix": "" }, { "first": "Lili", "middle": [], "last": "Mou", "suffix": "" }, { "first": "Yao", "middle": [], "last": "Lu", "suffix": "" }, { "first": "Olga", "middle": [], "last": "Vechtomova", "suffix": "" }, { "first": "Katja", "middle": [], "last": "Markert ; Bryan Li", "suffix": "" }, { "first": "Yaser", "middle": [], "last": "Al-Onaizan", "suffix": "" }, { "first": "Kathleen", "middle": [], "last": "Mckeown", "suffix": "" } ], "year": null, "venue": "Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova and Katja Markert [Short] Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak, Bryan Li, Yaser Al-Onaizan and Kathleen McKeown [Long] FEQA: A Question Answering Evaluation Framework for Faithfulness As- sessment in Abstractive Summarization Esin Durmus, He He and Mona Diab [Short] Fact-based Content Weighting for Evaluating Abstractive Summarisation Xinnuo Xu, Ond\u0159ej Du\u0161ek, Jingyi Li, Verena Rieser and Ioannis Konstas [Long] Hooks in the Headline: Learning to Generate Headlines with Controlled Styles Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii and Peter Szolovits [Long] Knowledge Graph-Augmented Abstractive Summarization with Semantic- Driven Cloze Reward Luyang Huang, Lingfei Wu and Lu Wang", "links": null }, "BIBREF723": { "ref_id": "b723", "title": "Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Bra\u017einskas, Mirella Lapata and Ivan Titov 21:30-22:15 Demo Session 5C [Demo] NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature Saif M. Mohammad [Demo] Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines Nabil Hossain", "authors": [ { "first": "Derek", "middle": [], "last": "Merck", "suffix": "" }, { "first": "Emily", "middle": [], "last": "Tsai", "suffix": "" }, { "first": "Christopher", "middle": [ "D" ], "last": "Manning", "suffix": "" }, { "first": "Curtis Langlotz ; Andrew", "middle": [], "last": "Hsi", "suffix": "" }, { "first": "John", "middle": [], "last": "Canny", "suffix": "" }, { "first": "Marti", "middle": [ "A" ], "last": "Hearst", "suffix": "" } ], "year": 2020, "venue": "Tanvir Sajed and Henry Kautz [Demo] Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing Ben Swanson and Boris Smus Wednesday", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang, Derek Merck, Emily Tsai, Christopher D. Manning and Curtis Lan- glotz [Long] Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset Revanth Rameshkumar and Peter Bailey [Long] The Summary Loop: Learning to Write Abstractive Summaries Without Ex- amples Philippe Laban, Andrew Hsi, John Canny and Marti A. Hearst [Long] Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Bra\u017einskas, Mirella Lapata and Ivan Titov 21:30-22:15 Demo Session 5C [Demo] NLP Scholar: An Interactive Visual Explorer for Natural Language Pro- cessing Literature Saif M. Mohammad [Demo] Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines Nabil Hossain, John Krumm, Tanvir Sajed and Henry Kautz [Demo] Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing Ben Swanson and Boris Smus Wednesday, July 8, 2020 UTC+0", "links": null }, "BIBREF724": { "ref_id": "b724", "title": "Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents", "authors": [ { "first": "Chia-Yu", "middle": [], "last": "Wednesday", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Li", "suffix": "" }, { "first": "Dirk", "middle": [], "last": "Ortega", "suffix": "" }, { "first": "Florian", "middle": [], "last": "V\u00e4th", "suffix": "" }, { "first": "Lindsey", "middle": [], "last": "Lux", "suffix": "" }, { "first": "Maximilian", "middle": [], "last": "Vanderlyn", "suffix": "" }, { "first": "Michael", "middle": [], "last": "Schmidt", "suffix": "" }, { "first": "Moritz", "middle": [], "last": "Neumann", "suffix": "" }, { "first": "Pavel", "middle": [], "last": "V\u00f6lkel", "suffix": "" }, { "first": "Sabrina", "middle": [], "last": "Denisov", "suffix": "" }, { "first": "Zorica", "middle": [], "last": "Jenne", "suffix": "" }, { "first": "Ngoc", "middle": [ "Thang" ], "last": "Kacarevic", "suffix": "" }, { "first": "", "middle": [], "last": "Vu", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Wednesday, July 8, 2020 UTC+0 (continued) 05:00-05:45 Demo Session 1A [Demo] ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents Chia-Yu Li, Daniel Ortega, Dirk V\u00e4th, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz V\u00f6lkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic and Ngoc Thang Vu [Demo] Prta: A System to Support the Analysis of Propaganda Techniques in the News Giovanni Da San Martino, Shaden Shaar, Yifan Zhang, Seunghak Yu, Alberto Barr\u00f3n-Cede\u00f1o and Preslav Nakov 05:00-06:00 Session 11A Dialogue and Interactive Systems-13", "links": null }, "BIBREF725": { "ref_id": "b725", "title": "Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness Sixing", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Diverse and Informative Dialogue Generation with Context-Specific Com- monsense Knowledge Awareness Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou and Zhonghai Wu", "links": null }, "BIBREF726": { "ref_id": "b726", "title": "A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation Haoyu Song", "authors": [ { "first": "Delete", "middle": [], "last": "Generate", "suffix": "" }, { "first": "Rewrite ; Yan", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Wei-Nan", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Xiaojiang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Liu", "suffix": "" }, { "first": ";", "middle": [], "last": "Song", "suffix": "" }, { "first": "Zequn", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Wei", "middle": [], "last": "Bi", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Yan", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhang", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation Haoyu Song, Yan Wang, Wei-Nan Zhang, Xiaojiang Liu and Ting Liu [Long] Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks YIPING SONG, Zequn Liu, Wei Bi, Rui Yan and Ming Zhang [Short] Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le and Steven C.H. 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Try to Leverage Paraphrases Xin Jia, Wenjie Zhou, Xu SUN and Yunfang Wu [Long] NeuInfer: Knowledge Inference on N-ary Facts Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang and Xueqi Cheng [Short] Neural Graph Matching Networks for Chinese Short Text Matching Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu and Kai Yu [Long] Neural Mixed Counting Models for Dispersed Topic Discovery Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang and Ziye Chen [Long] Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang and Jian Yin Wednesday, July 8, 2020 UTC+0 (continued) 05:00-06:00 Session 11A Summarization-6", "links": null }, "BIBREF739": { "ref_id": "b739", "title": "Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study Xinyu Xing, Xiaosheng Fan and Xiaojun Wan", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study Xinyu Xing, Xiaosheng Fan and Xiaojun Wan", "links": null }, "BIBREF740": { "ref_id": "b740", "title": "Composing Elementary Discourse Units in", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Composing Elementary Discourse Units in Abstractive Summarization Zhenwen Li, Wenhao Wu and Sujian Li", "links": null }, "BIBREF741": { "ref_id": "b741", "title": "Graph Neural Networks for Extractive Document Summarization Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu and Xuanjing Huang [Long] Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization Yue Cao, Hui Liu and Xiaojun Wan", "authors": [ { "first": "Pengfei", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Yiran", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Danqing", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Xipeng", "middle": [], "last": "Qiu", "suffix": "" }, { "first": "Xuanjing", "middle": [], "last": "Huang", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Extractive Summarization as Text Matching Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu and Xuanjing Huang [Long] Heterogeneous Graph Neural Networks for Extractive Document Summa- rization Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu and Xuanjing Huang [Long] Jointly Learning to Align and Summarize for Neural Cross-Lingual Summa- rization Yue Cao, Hui Liu and Xiaojun Wan", "links": null }, "BIBREF742": { "ref_id": "b742", "title": "Interaction Network for Extractive and Abstractive Multi-Document Summarization Hanqi Jin, Tianming Wang and Xiaojun Wan Wednesday", "authors": [ { "first": "", "middle": [], "last": "Multi-Granularity", "suffix": "" } ], "year": 2020, "venue": "Session 11A Syntax: Tagging, Chunking and Parsing-4", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-Granularity Interaction Network for Extractive and Abstractive Multi- Document Summarization Hanqi Jin, Tianming Wang and Xiaojun Wan Wednesday, July 8, 2020 UTC+0 (continued) 05:00-06:00 Session 11A Syntax: Tagging, Chunking and Parsing-4", "links": null }, "BIBREF743": { "ref_id": "b743", "title": "Language (Re)modelling: Towards Embodied Language Understanding Ronen Tamari, Chen Shani, Tom Hope, Miriam R L Petruck, Omri Abend and Dafna Shahaf [Long] The State and Fate of Linguistic Diversity and Inclusion in the", "authors": [ { "first": "Tetra-Tagging ; Shuo", "middle": [], "last": "Sun", "suffix": "" }, { "first": "Francisco", "middle": [], "last": "Guzm\u00e1n", "suffix": "" }, { "first": "Lucia", "middle": [], "last": "Specia", "suffix": "" } ], "year": null, "venue": "Word-Synchronous Parsing with Linear-Time Inference Nikita Kitaev and Dan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference Nikita Kitaev and Dan Klein 05:00-06:00 Session 11A Theme-3 [Short] Are we Estimating or Guesstimating Translation Quality? 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Hongshen Chen", "suffix": "" }, { "first": "Yonghao", "middle": [], "last": "Song", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Xiaofang", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Dawei Yin ; Xiao", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Wanxiang", "middle": [], "last": "Che", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu and Jie Zhou [Long] Data Manipulation: Towards Effective Instance Learning for Neural Dia- logue Generation via Learning to Augment and Reweight Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao and Dawei Yin [Long] Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Di- alog Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang and Ting Liu [Long] Learning Efficient Dialogue Policy from Demonstrations through Shaping Huimin Wang, Baolin Peng and Kam-Fai Wong [Long] SAS: Dialogue State Tracking via Slot Attention and Slot Information Shar- ing Jiaying Hu, Yan Yang, Chencai Chen, liang he and Zhou Yu [Long] Speaker Sensitive Response Evaluation Model JinYeong Bak and Alice Oh 06:00-07:00 Session 11B Discourse and Pragmatics-6", "links": null }, "BIBREF747": { "ref_id": "b747", "title": "A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li and Guodong Zhou [TACL] Unsupervised Discourse Constituency Parsing Using Viterbi EM Noriki Nishida", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li and Guodong Zhou [TACL] Unsupervised Discourse Constituency Parsing Using Viterbi EM Noriki Nishida, Hideki Nakayama 06:00-07:00 Session 11B Information Extraction-4", "links": null }, "BIBREF748": { "ref_id": "b748", "title": "Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification pratik Dutta and Sriparna Saha [Long] Bipartite Flat-Graph Network for Nested Named Entity Recognition Ying Luo and Hai Zhao [Long] Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao, anxiang zhang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification pratik Dutta and Sriparna Saha [Long] Bipartite Flat-Graph Network for Nested Named Entity Recognition Ying Luo and Hai Zhao [Long] Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao, anxiang zhang, Ruobing Xie, Kang Liu and Xiaojie WANG", "links": null }, "BIBREF749": { "ref_id": "b749", "title": "UTC+0 (continued) [Short] Named Entity Recognition as Dependency Parsing Juntao Yu, Bernd Bohnet and Massimo Poesio [Long] Neighborhood Matching Network for Entity Alignment Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao [Short] Relation Extraction with Explanation Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini and Prasad Tadepalli [Long] Representation Learning for Information Extraction from Form-like Documents Bodhisattwa Prasad Majumder", "authors": [ { "first": "Xu", "middle": [], "last": "Han", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Dai", "suffix": "" }, { "first": "Tianyu", "middle": [], "last": "Gao", "suffix": "" }, { "first": "Yankai", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Zhiyuan", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Peng", "middle": [], "last": "Li", "suffix": "" }, { "first": "Maosong", "middle": [], "last": "Sun", "suffix": "" }, { "first": "Jie", "middle": [], "last": "Zhou", "suffix": "" }, { "first": ";", "middle": [], "last": "Li", "suffix": "" }, { "first": "Han", "middle": [], "last": "Li", "suffix": "" }, { "first": "Kaisheng", "middle": [], "last": "Yao", "suffix": "" }, { "first": "Xiaolong", "middle": [], "last": "Li", "suffix": "" }, { "first": ";", "middle": [], "last": "Suzuki", "suffix": "" }, { "first": "Sosuke", "middle": [], "last": "Kobayashi", "suffix": "" }, { "first": "Sho", "middle": [], "last": "Yokoi", "suffix": "" }, { "first": "Tatsuki", "middle": [], "last": "Kuribayashi", "suffix": "" }, { "first": "Ryuto", "middle": [], "last": "Konno", "suffix": "" }, { "first": "Kentaro Inui ; Zhongtao", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Tao", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Shiwan", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jiarun", "middle": [], "last": "Cao", "suffix": "" }, { "first": "Kang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Shengping", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jun", "middle": [], "last": "Zhao Wednesday", "suffix": "" } ], "year": 2020, "venue": "Continual Relation Learning via Episodic Memory Activation and Reconsolidation", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Continual Relation Learning via Episodic Memory Activation and Recon- solidation Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun and Jie Zhou [Long] Handling Rare Entities for Neural Sequence Labeling Yangming Li, Han Li, Kaisheng Yao and Xiaolong Li [Short] Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno and Kentaro Inui [Long] MIE: A Medical Information Extractor towards Medical Dialogues Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu and Jun Zhao Wednesday, July 8, 2020 UTC+0 (continued) [Short] Named Entity Recognition as Dependency Parsing Juntao Yu, Bernd Bohnet and Massimo Poesio [Long] Neighborhood Matching Network for Entity Alignment Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao [Short] Relation Extraction with Explanation Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini and Prasad Tadepalli [Long] Representation Learning for Information Extraction from Form-like Docu- ments Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao and Marc Najork [Long] Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu, Zijia Lin, B\u00f6rje Karlsson, Jian-Guang LOU and Biqing Huang [Long] Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang and Ziming Chi 06:00-07:00 Session 11B Language Grounding to Vision, Robotics and Beyond-5 [Long] Cross-modal Coherence Modeling for Caption Generation Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut and Matthew Stone [Short] Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms Simeon Sch\u00fcz and Sina Zarrie\u00df [Long] Span-based Localizing Network for Natural Language Video Localization Hao Zhang, Aixin Sun, Wei Jing and Joey Tianyi Zhou", "links": null }, "BIBREF750": { "ref_id": "b750", "title": "Their Order Matters: On the Robustness of Grounding Visual Referring Expressions Arjun Akula", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Words Aren't Enough, Their Order Matters: On the Robustness of Ground- ing Visual Referring Expressions Arjun Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu and Siva Reddy Wednesday, July 8, 2020 UTC+0 (continued) 06:00-07:00 Session 11B Machine Learning for NLP-12", "links": null }, "BIBREF751": { "ref_id": "b751", "title": "Long] Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang", "authors": [ { "first": "Roy", "middle": [], "last": "Schwartz", "suffix": "" }, { "first": "Dianqi", "middle": [], "last": "Li", "suffix": "" }, { "first": "Noah", "middle": [ "A" ], "last": "Smith ; 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Smith [Long] Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang, Donghong Ji, Chenliang Li and Qiji Zhou [Long] Differentiable Window for Dynamic Local Attention Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty and Xiaoli Li [Long] Evaluating and Enhancing the Robustness of Neural Network-based Depen- dency Parsing Models with Adversarial Examples Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng and Xuan- jing Huang [Long] Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. 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Smith Wednesday, July 8, 2020 UTC+0 (continued) 06:00-07:00 Session 11B Phonology, Morphology and Word Segmentation-3", "links": null }, "BIBREF753": { "ref_id": "b753", "title": "Bootstrapping Techniques for Polysynthetic Morphological Analysis William Lane and Steven Bird [Long] Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation Ning Ding", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Bootstrapping Techniques for Polysynthetic Morphological Analysis William Lane and Steven Bird [Long] Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang and Haitao Zheng", "links": null }, "BIBREF754": { "ref_id": "b754", "title": "Predicting Declension Class from Form and Meaning Adina Williams", "authors": [ { "first": "Jordan", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Mitchell", "middle": [], "last": "Kodner", "suffix": "" }, { "first": "Charles", "middle": [], "last": "Marcus", "suffix": "" }, { "first": "", "middle": [], "last": "Yang", "suffix": "" } ], "year": null, "venue": "Modeling Morphological Typology for Unsupervised Learning of Language Morphology Hongzhi", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Modeling Morphological Typology for Unsupervised Learning of Language Morphology Hongzhi Xu, Jordan Kodner, Mitchell Marcus and Charles Yang [Long] Predicting Declension Class from Form and Meaning Adina Williams, Tiago Pimentel, Hagen Blix, Arya D. McCarthy, Eleanor Chodroff and Ryan Cotterell [Long] Unsupervised Morphological Paradigm Completion Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya McCarthy and Katharina Kann 06:00-07:00 Session 11B Question Answering-9", "links": null }, "BIBREF755": { "ref_id": "b755", "title": "Harvesting and Refining Question-Answer Pairs for", "authors": [ { "first": "Haoyang", "middle": [], "last": "Wen", "suffix": "" }, { "first": "Yaobo", "middle": [], "last": "Liang", "suffix": "" }, { "first": "Nan", "middle": [], "last": "Duan", "suffix": "" }, { "first": "Wanxiang", "middle": [], "last": "Che", "suffix": "" }, { "first": "Daxin", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Document Modeling with Graph Attention Networks for Multi-grained Ma- chine Reading Comprehension Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou and Ting Liu [Long] Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li, Wenhui Wang, Li Dong, Furu Wei and Ke Xu [Long] Low-Resource Generation of Multi-hop Reasoning Questions Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan and Jian Yin [Short] R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason Naoya Inoue, Pontus Stenetorp and Kentaro Inui", "links": null }, "BIBREF756": { "ref_id": "b756", "title": "RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu, Yeyun Gong", "authors": [ { "first": "Yelong", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Dian", "middle": [], "last": "Yu", "suffix": "" }, { "first": "Jianshu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Dong Yu Wednesday ; Jie", "middle": [], "last": "Fu", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Yan", "suffix": "" }, { "first": "Jiusheng", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Daxin", "middle": [], "last": "Jiang", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Recurrent Chunking Mechanisms for Long-Text Machine Reading Compre- hension Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen and Dong Yu Wednesday, July 8, 2020 UTC+0 (continued) [Long] RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv and Nan Duan 06:00-07:00 Session 11B Semantics: Sentence Level-6", "links": null }, "BIBREF757": { "ref_id": "b757", "title": "Hanqi Jin [Long] Parsing into Variable-in-situ Logico-Semantic Graphs Yufei Chen and Weiwei Sun [Long] Semantic Parsing for English as a Second Language Yuanyuan Zhao, Weiwei Sun", "authors": [ { "first": "", "middle": [], "last": "Amr-To", "suffix": "" } ], "year": null, "venue": "Text Generation with Graph Transformer Tianming Wang, Xiaojun Wan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "AMR-To-Text Generation with Graph Transformer Tianming Wang, Xiaojun Wan, Hanqi Jin [Long] Parsing into Variable-in-situ Logico-Semantic Graphs Yufei Chen and Weiwei Sun [Long] Semantic Parsing for English as a Second Language Yuanyuan Zhao, Weiwei Sun, junjie cao and Xiaojun Wan", "links": null }, "BIBREF758": { "ref_id": "b758", "title": "Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Zixia Jia", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Zixia Jia, Youmi Ma, Jiong Cai and Kewei Tu", "links": null }, "BIBREF759": { "ref_id": "b759", "title": "Session 11B Student Research Workshop [SRW] Feature Difference Makes Sense: A medical image captioning model exploiting feature difference and tag information Hyeryun Park", "authors": [ { "first": "Su", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Chenyu", "middle": [], "last": "Yang", "suffix": "" }, { "first": "Chen", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Rao", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Yanbin", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Lu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Kai", "middle": [], "last": "Yu", "suffix": "" } ], "year": 2020, "venue": "Embedding-based Scientific Literature Discovery in a Text Editor Application Onur G\u00f6k\u00e7e", "volume": "08", "issue": "", "pages": "0--09", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen and Kai Yu 06:00-07:00 Session 11B Student Research Workshop [SRW] Feature Difference Makes Sense: A medical image captioning model exploit- ing feature difference and tag information Hyeryun Park, Kyungmo Kim, Jooyoung Yoon, Seongkeun Park and Jinwook Choi [SRW] Multi-Task Neural Model for Agglutinative Language Translation Yirong Pan, Xiao Li, Yating Yang and Rui Dong Wednesday, July 8, 2020 UTC+0 (continued) 06:30-07:15 Demo Session 1C [Demo] Penman: An Open-Source Library and Tool for AMR Graphs Michael Wayne Goodman 08:00-08:45 Demo Session 2A [Demo] Embedding-based Scientific Literature Discovery in a Text Editor Applica- tion Onur G\u00f6k\u00e7e, Jonathan Prada, Nikola I. Nikolov, Nianlong Gu and Richard H.R. Hahnloser 08:00-09:00 Session 12A Discourse and Pragmatics-7", "links": null }, "BIBREF760": { "ref_id": "b760", "title": "Session 12A Information Extraction-5 [Short] A Two-Stage Masked LM Method for Term Set Expansion Guy Kushilevitz, Shaul Markovitch and Yoav Goldberg [Long] Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification pratik Dutta and Sriparna Saha", "authors": [ { "first": "Fang", "middle": [], "last": "Kong", "suffix": "" }, { "first": "Peifeng", "middle": [], "last": "Li", "suffix": "" }, { "first": "Guodong", "middle": [], "last": "Zhou", "suffix": "" } ], "year": 2020, "venue": "Chinese NER Using Flat-Lattice Transformer Xiaonan Li, Hang Yan, Xipeng Qiu and Xuanjing Huang [Long] IMoJIE: Iterative Memory-Based Joint Open Information Extraction Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam and Soumen Chakrabarti Wednesday", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li and Guodong Zhou [Long] DRTS Parsing with Structure-Aware Encoding and Decoding Qiankun Fu, Yue Zhang, Jiangming Liu and Meishan Zhang [TACL] Unsupervised Discourse Constituency Parsing Using Viterbi EM Noriki Nishida, Hideki Nakayama 08:00-09:00 Session 12A Information Extraction-5 [Short] A Two-Stage Masked LM Method for Term Set Expansion Guy Kushilevitz, Shaul Markovitch and Yoav Goldberg [Long] Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification pratik Dutta and Sriparna Saha [Short] FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li, Hang Yan, Xipeng Qiu and Xuanjing Huang [Long] IMoJIE: Iterative Memory-Based Joint Open Information Extraction Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam and Soumen Chakrabarti Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF761": { "ref_id": "b761", "title": "Long] Multi-Cell Compositional LSTM for NER Domain Adaptation Chen Jia and Yue Zhang [Long] Neighborhood Matching Network for Entity Alignment Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao [Long] Pyramid: A Layered Model for Nested Named Entity Recognition Jue WANG, Lidan Shou, Ke Chen and Gang Chen [Long] ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding", "authors": [ { "first": "Ruili", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Jun", "middle": [], "last": "He", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Zhou ; Bin", "suffix": "" }, { "first": "Shuai", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Yixin", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Lei", "middle": [], "last": "Cao", "suffix": "" }, { "first": "Juanzi", "middle": [], "last": "Hou", "suffix": "" }, { "first": "Jun", "middle": [], "last": "Li", "suffix": "" }, { "first": "", "middle": [], "last": "Xie ; Zhongtao", "suffix": "" }, { "first": "Tao", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Shiwan", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Jiarun", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Kang", "middle": [], "last": "Cao", "suffix": "" }, { "first": "Shengping", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Jun", "middle": [], "last": "Liu", "suffix": "" }, { "first": "", "middle": [], "last": "Zhao", "suffix": "" } ], "year": 2020, "venue": "Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents Daoyuan Chen", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou, Ruili Wang, Jun He and Yi Zhou [Long] Improving Event Detection via Open-domain Trigger Knowledge Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li and Jun Xie [Short] Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Mahani Aljunied and Lidong Bing [Long] MIE: A Medical Information Extractor towards Medical Dialogues Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu and Jun Zhao [Long] Multi-Cell Compositional LSTM for NER Domain Adaptation Chen Jia and Yue Zhang [Long] Neighborhood Matching Network for Entity Alignment Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao [Long] Pyramid: A Layered Model for Nested Named Entity Recognition Jue WANG, Lidan Shou, Ke Chen and Gang Chen [Long] ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding Zhiwen Xie, Guangyou Zhou, Jin Liu and Jimmy Xiangji Huang [Long] Relabel the Noise: Joint Extraction of Entities and Relations via Coopera- tive Multiagents Daoyuan Chen, Yaliang Li, Kai Lei and Ying Shen [Long] Simplify the Usage of Lexicon in Chinese NER Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei and Xuanjing Huang Wednesday, July 8, 2020 UTC+0 (continued) 08:00-09:00 Session 12A Information Retrieval and Text Mining-6", "links": null }, "BIBREF762": { "ref_id": "b762", "title": "Query Translation for Cross-Lingual Information Retrieval in the Medical Domain Shadi Saleh and Pavel Pecina [Short] Learning Robust Models for e-Commerce Product Search Thanh Nguyen", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain Shadi Saleh and Pavel Pecina [Short] Learning Robust Models for e-Commerce Product Search Thanh Nguyen, Nikhil Rao and Karthik Subbian 08:00-09:00 Session 12A Machine Learning for NLP-13", "links": null }, "BIBREF763": { "ref_id": "b763", "title": "Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang, Donghong Ji, Chenliang Li and Qiji Zhou [Long] Differentiable Window for Dynamic Local Attention Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty and Xiaoli Li", "links": null }, "BIBREF764": { "ref_id": "b764", "title": "Short] Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction Mladen Karan", "authors": [ { "first": "Lu", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Wolfgang", "middle": [], "last": "Macherey", "suffix": "" }, { "first": "Jacob", "middle": [], "last": "Eisenstein", "suffix": "" } ], "year": null, "venue": "AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng, Lu Jiang, Wolfgang Macherey and Jacob Eisenstein [Short] Classification-Based Self-Learning for Weakly Supervised Bilingual Lexi- con Induction Mladen Karan, Ivan Vuli\u0107, Anna Korhonen and Goran Glava\u0161", "links": null }, "BIBREF765": { "ref_id": "b765", "title": "Improving Neural Machine Translation with Soft Template Prediction Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li and Ming Zhou [Long] Uncertainty-Aware Curriculum Learning for Neural Machine", "authors": [ { "first": "Sameen", "middle": [], "last": "Maruf", "suffix": "" }, { "first": "Gholamreza", "middle": [], "last": "Haffari ; Beatrice", "suffix": "" }, { "first": "Matteo", "middle": [], "last": "Savoldi", "suffix": "" }, { "first": "", "middle": [], "last": "Negri", "suffix": "" }, { "first": "A", "middle": [], "last": "Mattia", "suffix": "" }, { "first": "Roldano", "middle": [], "last": "Di Gangi", "suffix": "" }, { "first": "Marco", "middle": [], "last": "Cattoni", "suffix": "" }, { "first": "", "middle": [], "last": "Turchi", "suffix": "" } ], "year": null, "venue": "Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus Luisa Bentivogli", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Contextual Neural Machine Translation Improves Translation of Cat- aphoric Pronouns KayYen Wong, Sameen Maruf and Gholamreza Haffari [Long] Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia A. Di Gangi, Roldano Cattoni and Marco Turchi [Long] Improving Neural Machine Translation with Soft Template Prediction Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li and Ming Zhou [Long] Uncertainty-Aware Curriculum Learning for Neural Machine Translation Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan and Lidia S. Chao", "links": null }, "BIBREF766": { "ref_id": "b766", "title": "Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation Shun-Po Chuang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Worse WER, but Better BLEU? Leveraging Word Embedding as Intermedi- ate in Multitask End-to-End Speech Translation Shun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu and Hung-yi Lee", "links": null }, "BIBREF768": { "ref_id": "b768", "title": "Estimating predictive uncertainty for rumour verification models Elena Kochkina and Maria Liakata [Long] From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains Jan-Christoph Klie, Richard Eckart de Castilho and Iryna Gurevych [Long] Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions Tian Jin", "authors": [ { "first": "Wei", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Arianna", "middle": [], "last": "Yuan", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Jiwei Li ; Ying", "middle": [], "last": "Li", "suffix": "" } ], "year": null, "venue": "Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange, Heike Adel and Jannik Str\u00f6tgen [Long] CorefQA: Coreference Resolution as Query-based Span Prediction", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange, Heike Adel and Jannik Str\u00f6tgen [Long] CorefQA: Coreference Resolution as Query-based Span Prediction Wei Wu, Fei Wang, Arianna Yuan, Fei Wu and Jiwei Li [Long] Estimating predictive uncertainty for rumour verification models Elena Kochkina and Maria Liakata [Long] From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains Jan-Christoph Klie, Richard Eckart de Castilho and Iryna Gurevych [Long] Language to Network: Conditional Parameter Adaptation with Natural Lan- guage Descriptions Tian Jin, Zhun Liu, Shengjia Yan, Alexandre Eichenberger and Louis-Philippe Morency [Short] Neural-DINF: A Neural Network based Framework for Measuring Docu- ment Influence Jie Tan, Changlin Yang, Ying Li, Siliang Tang, Chen Huang and Yueting Zhuang 08:00-09:00 Session 12A Semantics: Sentence Level-7", "links": null }, "BIBREF769": { "ref_id": "b769", "title": "Text Generation with Graph Transformer Tianming Wang, Xiaojun Wan, Hanqi Jin [Short] Controlled Crowdsourcing for High-Quality QA-SRL Annotation Paul Roit", "authors": [ { "first": "Daniela", "middle": [], "last": "Amr-To ; Ayal Klein", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Stepanov", "suffix": "" }, { "first": "Julian", "middle": [], "last": "Mamou", "suffix": "" }, { "first": "Gabriel", "middle": [], "last": "Michael", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Stanovsky", "suffix": "" }, { "first": "Ido", "middle": [], "last": "Zettlemoyer", "suffix": "" }, { "first": "", "middle": [], "last": "Dagan", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "AMR-To-Text Generation with Graph Transformer Tianming Wang, Xiaojun Wan, Hanqi Jin [Short] Controlled Crowdsourcing for High-Quality QA-SRL Annotation Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, Gabriel Stanovsky, Luke Zettlemoyer and Ido Dagan", "links": null }, "BIBREF770": { "ref_id": "b770", "title": "Meishan Zhang and Donghong Ji [Long] Semantic Parsing for English as a Second Language Yuanyuan Zhao, Weiwei Sun, junjie cao and Xiaojun Wan Wednesday", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Cross-Lingual Semantic Role Labeling with High-Quality Translated Train- ing Corpus Hao Fei, Meishan Zhang and Donghong Ji [Long] Semantic Parsing for English as a Second Language Yuanyuan Zhao, Weiwei Sun, junjie cao and Xiaojun Wan Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF771": { "ref_id": "b771", "title": "Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner, Ulli Waltinger and Hinrich Sch\u00fctze [Long] Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner, Ulli Waltinger and Hinrich Sch\u00fctze [Long] Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez", "links": null }, "BIBREF772": { "ref_id": "b772", "title": "Session 12A Sentiment Analysis, Stylistic Analysis, and Argument Mining-10 [Long] Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling and Yan Song [Short] Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness", "authors": [ { "first": "Su", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Chenyu", "middle": [], "last": "Yang", "suffix": "" }, { "first": "Chen", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Rao", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Yanbin", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Lu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Kai", "middle": [], "last": "Yu ; Fanchao Qi", "suffix": "" }, { "first": "Chenghao", "middle": [], "last": "Yang", "suffix": "" }, { "first": "Zhiyuan", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Meng", "middle": [], "last": "Zhang", "suffix": "" } ], "year": 2020, "venue": "Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen and Kai Yu [Long] Word-level Textual Adversarial Attacking as Combinatorial Optimization Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu and Maosong Sun [Short] tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Nicole Peinelt, Dong Nguyen and Maria Liakata 08:00-09:00 Session 12A Sentiment Analysis, Stylistic Analysis, and Argument Mining-10 [Long] Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling and Yan Song [Short] Exploiting Personal Characteristics of Debaters for Predicting Persuasive- ness Khalid Al Khatib, Michael V\u00f6lske, Shahbaz Syed, Nikolay Kolyada and Benno Stein [Long] Out of the Echo Chamber: Detecting Countering Debate Speeches Matan Orbach, Yonatan Bilu, Assaf Toledo, Dan Lahav, Michal Jacovi, Ranit Aharonov and Noam Slonim Wednesday, July 8, 2020 UTC+0 (continued) 08:00-09:00 Session 12A Summarization-7", "links": null }, "BIBREF773": { "ref_id": "b773", "title": "Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study Xinyu Xing, Xiaosheng Fan and Xiaojun Wan", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study Xinyu Xing, Xiaosheng Fan and Xiaojun Wan", "links": null }, "BIBREF774": { "ref_id": "b774", "title": "Composing Elementary Discourse Units in", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Composing Elementary Discourse Units in Abstractive Summarization Zhenwen Li, Wenhao Wu and Sujian Li", "links": null }, "BIBREF775": { "ref_id": "b775", "title": "Graph Neural Networks for Extractive Document Summarization Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu and Xuanjing Huang [Long] Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization Yue Cao, Hui Liu and Xiaojun Wan", "authors": [ { "first": "Pengfei", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Yiran", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Danqing", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Xipeng", "middle": [], "last": "Qiu", "suffix": "" }, { "first": "Xuanjing", "middle": [], "last": "Huang", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Extractive Summarization as Text Matching Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu and Xuanjing Huang [Long] Heterogeneous Graph Neural Networks for Extractive Document Summa- rization Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu and Xuanjing Huang [Long] Jointly Learning to Align and Summarize for Neural Cross-Lingual Summa- rization Yue Cao, Hui Liu and Xiaojun Wan", "links": null }, "BIBREF776": { "ref_id": "b776", "title": "Session 12A Student Research Workshop [SRW] Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition Hwichan Kim, Tosho Hirasawa and Mamoru Komachi [SRW] Research on Task Discovery for Transfer Learning in Deep Neural Networks Arda Akdemir [SRW] uBLEU: Uncertainty-Aware Automatic Evaluation Method for Open-Domain Dialogue Systems Tsuta Yuma, Naoki Yoshinaga and Masashi Toyoda 08:45-09:30 Demo Session 2B [Demo] MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation Nico Herbig, Santanu Pal, Tim D\u00fcwel, Kalliopi Meladaki, Mahsa Monshizadeh, Vladislav Hnatovskiy", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-Granularity Interaction Network for Extractive and Abstractive Multi- Document Summarization Hanqi Jin, Tianming Wang and Xiaojun Wan Wednesday, July 8, 2020 UTC+0 (continued) 08:00-09:00 Session 12A Student Research Workshop [SRW] Zero-shot North Korean to English Neural Machine Translation by Charac- ter Tokenization and Phoneme Decomposition Hwichan Kim, Tosho Hirasawa and Mamoru Komachi [SRW] Research on Task Discovery for Transfer Learning in Deep Neural Networks Arda Akdemir [SRW] uBLEU: Uncertainty-Aware Automatic Evaluation Method for Open- Domain Dialogue Systems Tsuta Yuma, Naoki Yoshinaga and Masashi Toyoda 08:45-09:30 Demo Session 2B [Demo] MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation Nico Herbig, Santanu Pal, Tim D\u00fcwel, Kalliopi Meladaki, Mahsa Monshizadeh, Vladislav Hnatovskiy, Antonio Kr\u00fcger and Josef van Genabith 09:00-10:00 Session 12B Dialogue and Interactive Systems-15", "links": null }, "BIBREF777": { "ref_id": "b777", "title": "Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness Sixing Wu", "authors": [ { "first": "Hongshen", "middle": [], "last": "Reweight Hengyi Cai", "suffix": "" }, { "first": "Yonghao", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Song", "suffix": "" }, { "first": "Xiaofang", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Dawei Yin ; Ying", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Dawei", "middle": [], "last": "Li", "suffix": "" }, { "first": "Yang", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Zhonghai", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "; Hui", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Xiaoyu", "middle": [], "last": "Su", "suffix": "" }, { "first": "Sanqiang", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Zhou", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Pengwei", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Randy", "middle": [], "last": "Hu", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Zhong", "suffix": "" }, { "first": "Jie", "middle": [], "last": "Niu", "suffix": "" }, { "first": "", "middle": [], "last": "Zhou ; Kaili", "suffix": "" }, { "first": "Minlie", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Xiaoyan", "middle": [], "last": "Huang", "suffix": "" }, { "first": "", "middle": [], "last": "Zhu", "suffix": "" } ], "year": null, "venue": "Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation Haoyu Song", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Data Manipulation: Towards Effective Instance Learning for Neural Dia- logue Generation via Learning to Augment and Reweight Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao and Dawei Yin [Long] Diverse and Informative Dialogue Generation with Context-Specific Com- monsense Knowledge Awareness Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou and Zhonghai Wu [Long] Diversifying Dialogue Generation with Non-Conversational Text Hui Su, Xiaoyu Shen, Sanqiang Zhao, Zhou Xiao, Pengwei Hu, randy zhong, Cheng Niu and Jie Zhou [Long] Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation Haoyu Song, Yan Wang, Wei-Nan Zhang, Xiaojiang Liu and Ting Liu [Long] KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang and Xiaoyan Zhu [Long] Learning Efficient Dialogue Policy from Demonstrations through Shaping Huimin Wang, Baolin Peng and Kam-Fai Wong", "links": null }, "BIBREF779": { "ref_id": "b779", "title": "Multi-Domain State Generator for Dialogue Systems", "authors": [ { "first": "", "middle": [], "last": "Meta-Reinforced", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Meta-Reinforced Multi-Domain State Generator for Dialogue Systems Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du and Shuo Ma", "links": null }, "BIBREF780": { "ref_id": "b780", "title": "Long] Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang", "authors": [ { "first": "Deyi", "middle": [], "last": "Quan", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Xiong ; Junfeng Tian", "suffix": "" }, { "first": "Xiaojun", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Jianxing", "middle": [], "last": "Quan", "suffix": "" }, { "first": "", "middle": [], "last": "Yu", "suffix": "" } ], "year": null, "venue": "SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing Jiaying Hu", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan and Deyi Xiong [Long] Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan and Jianxing Yu [Long] SAS: Dialogue State Tracking via Slot Attention and Slot Information Shar- ing Jiaying Hu, Yan Yang, Chencai Chen, liang he and Zhou Yu [Short] Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le and Steven C.H. Hoi 09:00-10:00 Session 12B Generation-11", "links": null }, "BIBREF781": { "ref_id": "b781", "title": "Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou", "authors": [ { "first": "Liangyu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Jiachen", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Xinyan", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Jinsong", "middle": [], "last": "Su", "suffix": "" }, { "first": "Sheng", "middle": [], "last": "Guo", "suffix": "" }, { "first": "Hua", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "Graph Transformer for Graph-to-Sequence Learning Shaowei Yao, Tianming Wang and Xiaojun Wan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo and Hua Wu [Long] Heterogeneous Graph Transformer for Graph-to-Sequence Learning Shaowei Yao, Tianming Wang and Xiaojun Wan", "links": null }, "BIBREF782": { "ref_id": "b782", "title": "Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu and Dietrich Klakow Wednesday, July 8, 2020 UTC+0 (continued) 09:00-10:00 Session 12B Information Extraction-6", "links": null }, "BIBREF783": { "ref_id": "b783", "title": "Short] Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition Hiroki Ouchi", "authors": [ { "first": "", "middle": [], "last": "Discontinuous Ner Xiang", "suffix": "" }, { "first": "Sarvnaz", "middle": [], "last": "Dai", "suffix": "" }, { "first": "Ben", "middle": [], "last": "Karimi", "suffix": "" }, { "first": "Cecile", "middle": [], "last": "Hachey", "suffix": "" }, { "first": "Ruobing", "middle": [], "last": "Paris ; Zhang", "suffix": "" }, { "first": "Kang", "middle": [], "last": "Xie", "suffix": "" }, { "first": "", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Wang ;", "middle": [], "last": "Xiaojie", "suffix": "" }, { "first": "Han", "middle": [], "last": "Li", "suffix": "" }, { "first": "Kaisheng", "middle": [], "last": "Li", "suffix": "" }, { "first": "Xiaolong", "middle": [], "last": "Yao", "suffix": "" }, { "first": ";", "middle": [], "last": "Li", "suffix": "" }, { "first": "Sosuke", "middle": [], "last": "Suzuki", "suffix": "" }, { "first": "Sho", "middle": [], "last": "Kobayashi", "suffix": "" }, { "first": "Tatsuki", "middle": [], "last": "Yokoi", "suffix": "" }, { "first": "Ryuto", "middle": [], "last": "Kuribayashi", "suffix": "" }, { "first": "Kentaro", "middle": [], "last": "Konno", "suffix": "" }, { "first": "", "middle": [], "last": "Inui", "suffix": "" } ], "year": null, "venue": "Entity Recognition as Dependency Parsing Juntao Yu, Bernd Bohnet and Massimo", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "An Effective Transition-based Model for Discontinuous NER Xiang Dai, Sarvnaz Karimi, Ben Hachey and Cecile Paris [Long] Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao, anxiang zhang, Ruobing Xie, Kang Liu and Xiaojie WANG [Long] Handling Rare Entities for Neural Sequence Labeling Yangming Li, Han Li, Kaisheng Yao and Xiaolong Li [Short] Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno and Kentaro Inui [Short] Named Entity Recognition as Dependency Parsing Juntao Yu, Bernd Bohnet and Massimo Poesio 09:00-10:00 Session 12B Language Grounding to Vision, Robotics and Beyond-6", "links": null }, "BIBREF784": { "ref_id": "b784", "title": "Aligned Dual Channel Graph Convolutional Network for Visual Question Answering Qingbao Huang", "authors": [ { "first": "Jielong", "middle": [], "last": "Wei", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Cai", "suffix": "" }, { "first": "Changmeng", "middle": [], "last": "Zheng", "suffix": "" }, { "first": "Junying", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Qing", "middle": [], "last": "Ho-Fung Leung", "suffix": "" }, { "first": "", "middle": [], "last": "Li", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Aligned Dual Channel Graph Convolutional Network for Visual Question Answering Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung and Qing Li [Long] Cross-modal Coherence Modeling for Caption Generation Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut and Matthew Stone", "links": null }, "BIBREF785": { "ref_id": "b785", "title": "\u00c9ric de la Clergerie, Djam\u00e9 Seddah and Beno\u00eet Sagot [Long] Effective Estimation of Deep Generative Language Models Tom Pelsmaeker and Wilker Aziz [Long] Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples Xiaoqing Zheng", "authors": [], "year": 2020, "venue": "Multimodal Neural Graph Memory Networks for Visual Question Answering Mahmoud Khademi [Long] Refer360 \u2022 : A Referring Expression Recognition Dataset in 360 \u2022 Images", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multimodal Neural Graph Memory Networks for Visual Question Answering Mahmoud Khademi [Long] Refer360 \u2022 : A Referring Expression Recognition Dataset in 360 \u2022 Images Volkan Cirik, Taylor Berg-Kirkpatrick and Louis-Philippe Morency [Long] Span-based Localizing Network for Natural Language Video Localization Hao Zhang, Aixin Sun, Wei Jing and Joey Tianyi Zhou Wednesday, July 8, 2020 UTC+0 (continued) 09:00-10:00 Session 12B Machine Learning for NLP-14 [Long] CamemBERT: a Tasty French Language Model Louis Martin, Benjamin Muller, Pedro Javier Ortiz Su\u00e1rez, Yoann Dupont, Laurent Romary, \u00c9ric de la Clergerie, Djam\u00e9 Seddah and Beno\u00eet Sagot [Long] Effective Estimation of Deep Generative Language Models Tom Pelsmaeker and Wilker Aziz [Long] Evaluating and Enhancing the Robustness of Neural Network-based Depen- dency Parsing Models with Adversarial Examples Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng and Xuan- jing Huang", "links": null }, "BIBREF786": { "ref_id": "b786", "title": "Session 12B Phonology, Morphology and Word Segmentation-4 [Long] 2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A and Isabelle Augenstein", "authors": [ { "first": "Yinqiao", "middle": [], "last": "Eling", "suffix": "" }, { "first": "Chi", "middle": [], "last": "Li", "suffix": "" }, { "first": "Yuhao", "middle": [], "last": "Hu", "suffix": "" }, { "first": "Nuo", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Yufan", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Tong", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Jingbo", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Tongran", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Changliang", "middle": [], "last": "Liu", "suffix": "" }, { "first": "", "middle": [], "last": "Li", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Learning Architectures from an Extended Search Space for Language Mod- eling Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu and changliang li [Long] Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton and Yoav Goldberg 09:00-10:00 Session 12B Phonology, Morphology and Word Segmentation-4 [Long] 2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A and Isabelle Augenstein", "links": null }, "BIBREF787": { "ref_id": "b787", "title": "Bootstrapping Techniques for Polysynthetic Morphological Analysis William Lane and Steven Bird [Long] Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation Ning Ding", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Bootstrapping Techniques for Polysynthetic Morphological Analysis William Lane and Steven Bird [Long] Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang and Haitao Zheng", "links": null }, "BIBREF788": { "ref_id": "b788", "title": "Predicting Declension Class from Form and Meaning Adina Williams", "authors": [ { "first": "Jordan", "middle": [], "last": "Kodner", "suffix": "" }, { "first": "Mitchell", "middle": [], "last": "Marcus", "suffix": "" }, { "first": "Charles", "middle": [], "last": "Yang", "suffix": "" } ], "year": 2020, "venue": "Modeling Morphological Typology for Unsupervised Learning of Language Morphology Hongzhi Xu", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Modeling Morphological Typology for Unsupervised Learning of Language Morphology Hongzhi Xu, Jordan Kodner, Mitchell Marcus and Charles Yang [Long] Predicting Declension Class from Form and Meaning Adina Williams, Tiago Pimentel, Hagen Blix, Arya D. McCarthy, Eleanor Chodroff and Ryan Cotterell Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF789": { "ref_id": "b789", "title": "Predicting the Growth of Morphological Families from Social and Linguistic Factors Valentin Hofmann, Janet Pierrehumbert and Hinrich Sch\u00fctze [Long] Semi-supervised Contextual Historical Text Normalization Peter Makarov and Simon Clematide", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Predicting the Growth of Morphological Families from Social and Linguistic Factors Valentin Hofmann, Janet Pierrehumbert and Hinrich Sch\u00fctze [Long] Semi-supervised Contextual Historical Text Normalization Peter Makarov and Simon Clematide 09:00-10:00 Session 12B Question Answering-10", "links": null }, "BIBREF790": { "ref_id": "b790", "title": "DoQA -Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos, Arantxa Otegi, Aitor Soroa", "authors": [ { "first": "Alan", "middle": [ "W" ], "last": "Kumar", "suffix": "" }, { "first": "", "middle": [], "last": "Black", "suffix": "" } ], "year": null, "venue": "ClarQ: A large-scale and diverse dataset for Clarification Question Generation Vaibhav", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "ClarQ: A large-scale and diverse dataset for Clarification Question Gener- ation Vaibhav Kumar and Alan W Black [Long] DoQA -Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak and Eneko Agirre [Long] Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li, Wenhui Wang, Li Dong, Furu Wei and Ke Xu [Long] MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel and Holger Schwenk", "links": null }, "BIBREF791": { "ref_id": "b791", "title": "RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu, Yeyun Gong", "authors": [ { "first": "Hao", "middle": [], "last": "Yan", "suffix": "" }, { "first": "Di", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Joey Tianyi Zhou ; Jie", "middle": [], "last": "Jin", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Fu", "suffix": "" }, { "first": "Jiusheng", "middle": [], "last": "Yan", "suffix": "" }, { "first": "Daxin", "middle": [], "last": "Chen", "suffix": "" }, { "first": "", "middle": [], "last": "Jiang", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering Ming Yan, Hao Zhang, Di Jin and Joey Tianyi Zhou [Long] RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv and Nan Duan Wednesday, July 8, 2020 UTC+0 (continued) 09:00-10:00 Session 12B Semantics: Textual Inference and Other Areas of Semantics-4", "links": null }, "BIBREF792": { "ref_id": "b792", "title": "Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka, Koji Mineshima, Daisuke Bekki and Kentaro Inui", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka, Koji Mineshima, Daisuke Bekki and Kentaro Inui", "links": null }, "BIBREF793": { "ref_id": "b793", "title": "Generating Fact Checking Explanations Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma and Isabelle Augenstein [Long] How to Ask Good Questions? Try to Leverage Paraphrases Xin Jia", "authors": [ { "first": "Chenyan", "middle": [], "last": "Xiong", "suffix": "" }, { "first": "Maosong", "middle": [], "last": "Sun", "suffix": "" }, { "first": "Zhiyuan", "middle": [], "last": "Liu ; Wenjie", "suffix": "" }, { "first": "Xu", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Yunfang", "middle": [], "last": "Sun", "suffix": "" }, { "first": "", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "Premise Selection in Natural Language Mathematical Texts Deborah Ferreira and Andr\u00e9", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu, Chenyan Xiong, Maosong Sun and Zhiyuan Liu [Long] Generating Fact Checking Explanations Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma and Isabelle Augenstein [Long] How to Ask Good Questions? Try to Leverage Paraphrases Xin Jia, Wenjie Zhou, Xu SUN and Yunfang Wu [Long] Premise Selection in Natural Language Mathematical Texts Deborah Ferreira and Andr\u00e9 Freitas 09:00-10:00 Session 12B Theme-4", "links": null }, "BIBREF794": { "ref_id": "b794", "title": "SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty, Dan Bareket, Stav Klein and Amit Seker [Long] Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber and Matthias Paulik", "authors": [ { "first": "Sebastian", "middle": [], "last": "Ruder", "suffix": "" }, { "first": "Dani", "middle": [], "last": "Yogatama", "suffix": "" }, { "first": "Gorka", "middle": [], "last": "Labaka", "suffix": "" }, { "first": "Eneko", "middle": [], "last": "Agirre ; Rowan Hall Maudslay", "suffix": "" }, { "first": "Josef", "middle": [], "last": "Valvoda", "suffix": "" }, { "first": "Tiago", "middle": [], "last": "Pimentel", "suffix": "" }, { "first": "Adina", "middle": [], "last": "Williams", "suffix": "" }, { "first": "Ryan", "middle": [], "last": "Cotterell", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe, Sebastian Ruder, Dani Yogatama, Gorka Labaka and Eneko Agirre [Short] A Tale of a Probe and a Parser Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams and Ryan Cotterell [Long] From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty, Dan Bareket, Stav Klein and Amit Seker [Long] Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber and Matthias Paulik", "links": null }, "BIBREF795": { "ref_id": "b795", "title": "UTC+0 (continued) [Long] What Question Answering can Learn from", "authors": [], "year": 2020, "venue": "Session 12B Student Research Workshop [SRW] Self-Attention is Not Only a Weight: Analyzing BERT with Vector Norms", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali and Monojit Choudhury Wednesday, July 8, 2020 UTC+0 (continued) [Long] What Question Answering can Learn from Trivia Nerds Jordan Boyd-Graber and Benjamin B\u00f6rschinger [Long] What are the Goals of Distributional Semantics? Guy Emerson 09:00-10:00 Session 12B Student Research Workshop [SRW] Self-Attention is Not Only a Weight: Analyzing BERT with Vector Norms Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi and Kentaro Inui", "links": null }, "BIBREF796": { "ref_id": "b796", "title": "Transferring Monolingual Model to Low-Resource Language: The Case of", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya Abrhalei Frezghi Tela, Abraham Woubie Zewoudie and Ville Hautam\u00e4ki", "links": null }, "BIBREF797": { "ref_id": "b797", "title": "Torch-Struct: Deep Structured Prediction Library Alexander Rush [Demo] Conversation Learner -A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems Swadheen Shukla, Lars Liden, Shahin Shayandeh", "authors": [ { "first": "Chia-Yu", "middle": [], "last": "Li", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Ortega", "suffix": "" }, { "first": "Dirk", "middle": [], "last": "V\u00e4th", "suffix": "" }, { "first": "Florian", "middle": [], "last": "Lux", "suffix": "" }, { "first": "Lindsey", "middle": [], "last": "Vanderlyn", "suffix": "" }, { "first": "Maximilian", "middle": [], "last": "Schmidt", "suffix": "" }, { "first": "Michael", "middle": [], "last": "Neumann", "suffix": "" }, { "first": "Moritz", "middle": [], "last": "V\u00f6lkel", "suffix": "" }, { "first": "Pavel", "middle": [], "last": "Denisov", "suffix": "" }, { "first": "Sabrina", "middle": [], "last": "Jenne", "suffix": "" } ], "year": 2020, "venue": "Baolin Peng and Jianfeng Gao [Demo] ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma, Shun Kiyono", "volume": "12", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Adaptive Transformers for Learning Multimodal Representations Prajjwal Bhargava 09:30-10:15 Demo Session 2C [Demo] ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents Chia-Yu Li, Daniel Ortega, Dirk V\u00e4th, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz V\u00f6lkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic and Ngoc Thang Vu 12:00-12:45 Demo Session 3A [Demo] Torch-Struct: Deep Structured Prediction Library Alexander Rush [Demo] Conversation Learner -A Machine Teaching Tool for Building Dialog Man- agers for Task-Oriented Dialog Systems Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng and Jianfeng Gao [Demo] ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma, Shun Kiyono, Kevin Duh, Shigeki Karita, Nelson Yalta, Tomoki Hayashi and Shinji Watanabe Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Generation-12", "links": null }, "BIBREF798": { "ref_id": "b798", "title": "Heterogeneous Graph Transformer for Graph-to-Sequence Learning Shaowei Yao, Tianming Wang and Xiaojun Wan [Long] Improving Image Captioning with Better Use of Caption Zhan Shi", "authors": [ { "first": "Liangyu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Jiachen", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Xinyan", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Jinsong", "middle": [], "last": "Su", "suffix": "" }, { "first": "Sheng", "middle": [], "last": "Guo", "suffix": "" }, { "first": "Hua", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo and Hua Wu [Long] Heterogeneous Graph Transformer for Graph-to-Sequence Learning Shaowei Yao, Tianming Wang and Xiaojun Wan [Long] Improving Image Captioning with Better Use of Caption Zhan Shi, Xu Zhou, Xipeng Qiu and Xiaodan Zhu", "links": null }, "BIBREF799": { "ref_id": "b799", "title": "and Jennifer Foster [TACL] Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar [Short] Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito", "authors": [ { "first": "Ernie", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Hui", "middle": [], "last": "Chang", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Su", "suffix": "" }, { "first": "Dietrich", "middle": [], "last": "Niu", "suffix": "" }, { "first": "", "middle": [], "last": "Klakow", "suffix": "" } ], "year": 2020, "venue": "Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu and Dietrich Klakow [Short] Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization Henry Elder, Robert Burke, Alexander O'Connor and Jennifer Foster [TACL] Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar [Short] Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito, David Grangier, Douglas Eck and Chris Callison-Burch Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Information Extraction-7", "links": null }, "BIBREF800": { "ref_id": "b800", "title": "Revisiting Unsupervised Relation Extraction Thy Thy Tran, Phong Le and Sophia Ananiadou [Long] SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi and Iz Beltagy [Long] Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu, Zijia Lin, B\u00f6rje Karlsson, Jian-Guang LOU and Biqing Huang [Long] Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction Shaowei Chen", "authors": [ { "first": "", "middle": [], "last": "Two ; Xiang", "suffix": "" }, { "first": "Zhengzhong", "middle": [], "last": "Kong", "suffix": "" }, { "first": "Xuezhe", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Eduard", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Qinghong", "middle": [], "last": "Hovy ; Yuxian Meng", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Han", "suffix": "" }, { "first": "Jiwei Li ; Xu", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Han", "suffix": "" }, { "first": "Tianyu", "middle": [], "last": "Dai", "suffix": "" }, { "first": "Yankai", "middle": [], "last": "Gao", "suffix": "" }, { "first": "Zhiyuan", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Peng", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Maosong", "middle": [], "last": "Li", "suffix": "" }, { "first": "Jie", "middle": [], "last": "Sun", "suffix": "" }, { "first": ";", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Shruti", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "John", "middle": [], "last": "Rijhwani", "suffix": "" }, { "first": "Jaime", "middle": [], "last": "Wieting", "suffix": "" }, { "first": "Graham", "middle": [], "last": "Carbonell", "suffix": "" }, { "first": "", "middle": [], "last": "Neubig", "suffix": "" } ], "year": 2020, "venue": "Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou", "volume": "12", "issue": "", "pages": "0--13", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Two-Step Approach for Implicit Event Argument Detection Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma and Eduard Hovy [Long] A Unified MRC Framework for Named Entity Recognition Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu and Jiwei Li [Long] Continual Relation Learning via Episodic Memory Activation and Recon- solidation Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun and Jie Zhou [TACL] Improving Candidate Generation for Low-resource Cross-lingual Entity Linking Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig [Short] Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou, Ruili Wang, Jun He and Yi Zhou [Long] Machine Reading of Historical Events Or Honovich, Lucas Torroba Hennigen, Omri Abend and Shay B. Cohen [Short] Relation Extraction with Explanation Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini and Prasad Tadepalli [Short] Revisiting Unsupervised Relation Extraction Thy Thy Tran, Phong Le and Sophia Ananiadou [Long] SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi and Iz Beltagy [Long] Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu, Zijia Lin, B\u00f6rje Karlsson, Jian-Guang LOU and Biqing Huang [Long] Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang and Ziming Chi Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Machine Learning for NLP-15", "links": null }, "BIBREF801": { "ref_id": "b801", "title": "Do Transformers Need Deep Long-Range Memory? Jack Rae and Ali Razavi [Long] Effective Estimation of Deep Generative Language Models Tom Pelsmaeker and Wilker Aziz [Long] Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach Wenyu Du", "authors": [ { "first": "Zhouhan", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Yikang", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Timothy", "middle": [ "J" ], "last": "O'donnell", "suffix": "" }, { "first": "Yoshua", "middle": [], "last": "Bengio", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Zhang", "suffix": "" } ], "year": null, "venue": "Contrastive Self-Supervised Learning for Commonsense Reasoning Tassilo Klein and Moin Nabi", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Contrastive Self-Supervised Learning for Commonsense Reasoning Tassilo Klein and Moin Nabi [Short] Do Transformers Need Deep Long-Range Memory? Jack Rae and Ali Razavi [Long] Effective Estimation of Deep Generative Language Models Tom Pelsmaeker and Wilker Aziz [Long] Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio and Yue Zhang [Long] Highway Transformer: Self-Gating Enhanced Self-Attentive Networks Yekun Chai, Shuo Jin and Xinwen Hou", "links": null }, "BIBREF802": { "ref_id": "b802", "title": "Long] Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami", "authors": [ { "first": "Dinghan", "middle": [], "last": "Martin Renqiang Min", "suffix": "" }, { "first": "Christopher", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Yizhe", "middle": [], "last": "Malon", "suffix": "" }, { "first": "Yitong", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Lawrence Carin ; Adva", "middle": [], "last": "Li", "suffix": "" }, { "first": "Da-Cheng", "middle": [], "last": "Wolf", "suffix": "" }, { "first": "Frederic", "middle": [], "last": "Juan", "suffix": "" }, { "first": "Sujith", "middle": [], "last": "Sala", "suffix": "" }, { "first": "Christopher", "middle": [], "last": "Ravi", "suffix": "" }, { "first": "", "middle": [], "last": "R\u00e9", "suffix": "" } ], "year": 2020, "venue": "Improving Disentangled Text Representation Learning with Information-Theoretic Guidance Pengyu Cheng", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Disentangled Text Representation Learning with Information- Theoretic Guidance Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li and Lawrence Carin [Long] Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi and Christopher R\u00e9 [Long] Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton and Yoav Goldberg Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A NLP Applications-10", "links": null }, "BIBREF803": { "ref_id": "b803", "title": "Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange, Heike Adel and Jannik Str\u00f6tgen [Long] CorefQA: Coreference Resolution as Query-based Span", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange, Heike Adel and Jannik Str\u00f6tgen [Long] CorefQA: Coreference Resolution as Query-based Span Prediction Wei Wu, Fei Wang, Arianna Yuan, Fei Wu and Jiwei Li", "links": null }, "BIBREF804": { "ref_id": "b804", "title": "Alexandre Eichenberger and Louis-Philippe Morency [Long] Paraphrase Generation by Learning How to Edit from Samples Amirhossein Kazemnejad, Mohammadreza Salehi and Mahdieh Soleymani Baghshah [Short] Understanding Advertisements with BERT Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha", "authors": [ { "first": "Zhun", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Shengjia", "middle": [], "last": "Yan", "suffix": "" } ], "year": null, "venue": "From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains Jan-Christoph Klie", "volume": "12", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains Jan-Christoph Klie, Richard Eckart de Castilho and Iryna Gurevych [Long] Language to Network: Conditional Parameter Adaptation with Natural Lan- guage Descriptions Tian Jin, Zhun Liu, Shengjia Yan, Alexandre Eichenberger and Louis-Philippe Morency [Long] Paraphrase Generation by Learning How to Edit from Samples Amirhossein Kazemnejad, Mohammadreza Salehi and Mahdieh Soleymani Baghshah [Short] Understanding Advertisements with BERT Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha, Manasi Patwardhan and Shirish Karande 12:00-13:00 Session 13A Semantics: Lexical-7", "links": null }, "BIBREF805": { "ref_id": "b805", "title": "LESSLEX: Linking Multilingual Embeddings to SenSe Representations of Lexical Items Davide Colla", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "[CL] LESSLEX: Linking Multilingual Embeddings to SenSe Representations of Lex- ical Items Davide Colla, Enrico Mensa, Daniele P. Radicioni", "links": null }, "BIBREF806": { "ref_id": "b806", "title": "Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces Goran Glava\u0161 and Ivan Vuli\u0107 Wednesday", "authors": [ { "first": "", "middle": [], "last": "Non-Linear", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces Goran Glava\u0161 and Ivan Vuli\u0107 Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Semantics: Sentence Level-8", "links": null }, "BIBREF807": { "ref_id": "b807", "title": "Haotang Deng and QI JU [Long] Good-Enough Compositional Data Augmentation Jacob Andreas [Long] LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong", "authors": [ { "first": "Meishan", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Donghong Ji ; Peng", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Zhiruo", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Zhe", "middle": [], "last": "Zhao ; Duyu", "suffix": "" }, { "first": "Zhangyin", "middle": [], "last": "Tang", "suffix": "" }, { "first": "Nan", "middle": [], "last": "Feng", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Duan", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Linjun", "middle": [], "last": "Gong", "suffix": "" }, { "first": "Daxin", "middle": [], "last": "Shou", "suffix": "" }, { "first": "Jiahai", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Jian Yin ; Richard", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Xiaodong", "middle": [], "last": "Shin", "suffix": "" }, { "first": "Oleksandr", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Matthew", "middle": [], "last": "Polozov", "suffix": "" }, { "first": "", "middle": [], "last": "Richardson", "suffix": "" } ], "year": null, "venue": "Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Zixia Jia", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Cross-Lingual Semantic Role Labeling with High-Quality Translated Train- ing Corpus Hao Fei, Meishan Zhang and Donghong Ji [Long] FastBERT: a Self-distilling BERT with Adaptive Inference Time Weijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao, Haotang Deng and QI JU [Long] Good-Enough Compositional Data Augmentation Jacob Andreas [Long] LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang and Jian Yin [Long] Parsing into Variable-in-situ Logico-Semantic Graphs Yufei Chen and Weiwei Sun [Long] RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov and Matthew Richardson [Long] Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders Zixia Jia, Youmi Ma, Jiong Cai and Kewei Tu", "links": null }, "BIBREF808": { "ref_id": "b808", "title": "Ulli Waltinger and Hinrich Sch\u00fctze [Long] Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez [Short] tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Nicole Peinelt, Dong Nguyen and Maria Liakata Wednesday", "authors": [ { "first": "Zhendong", "middle": [], "last": "Mao", "suffix": "" }, { "first": "Quan", "middle": [], "last": "Wang", "suffix": "" } ], "year": 2020, "venue": "Session 13A Semantics: Textual Inference and Other Areas of Semantics-5 [Long] Curriculum Learning for Natural Language Understanding Benfeng Xu, Licheng Zhang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner, Ulli Waltinger and Hinrich Sch\u00fctze [Long] Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fern\u00e1ndez-Gonz\u00e1lez and Carlos G\u00f3mez-Rodr\u00edguez [Short] tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Nicole Peinelt, Dong Nguyen and Maria Liakata Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Semantics: Textual Inference and Other Areas of Semantics-5 [Long] Curriculum Learning for Natural Language Understanding Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie and Yong- dong Zhang [Long] Evidence-Aware Inferential Text Generation with Vector Quantised Varia- tional AutoEncoder Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang and Ming Zhou", "links": null }, "BIBREF809": { "ref_id": "b809", "title": "Jiafeng Guo, Yuanzhuo Wang and Xueqi Cheng [Short] Neural Graph Matching Networks for Chinese Short Text Matching", "authors": [ { "first": "Chenyan", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Maosong", "middle": [], "last": "Xiong", "suffix": "" }, { "first": "Zhiyuan", "middle": [], "last": "Sun", "suffix": "" }, { "first": "Yanbin", "middle": [], "last": "Liu ; Lu Chen", "suffix": "" }, { "first": "Boer", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Lesheng", "middle": [], "last": "Lyu", "suffix": "" }, { "first": "Zhi", "middle": [], "last": "Jin", "suffix": "" }, { "first": "Su", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Kai", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "", "middle": [], "last": "Yu ; Zenan", "suffix": "" }, { "first": "Nan", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Duan", "suffix": "" }, { "first": "Jiahai", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Jian", "middle": [], "last": "Wang", "suffix": "" }, { "first": "", "middle": [], "last": "Yin", "suffix": "" } ], "year": null, "venue": "Premise Selection in Natural Language Mathematical Texts Deborah Ferreira and Andr\u00e9 Freitas [Long] Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong, Jingjing Xu, Duyu Tang", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu, Chenyan Xiong, Maosong Sun and Zhiyuan Liu [Long] NeuInfer: Knowledge Inference on N-ary Facts Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang and Xueqi Cheng [Short] Neural Graph Matching Networks for Chinese Short Text Matching Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu and Kai Yu [Long] Premise Selection in Natural Language Mathematical Texts Deborah Ferreira and Andr\u00e9 Freitas [Long] Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang and Jian Yin [Long] Temporal Common Sense Acquisition with Minimal Supervision Ben Zhou, Qiang Ning, Daniel Khashabi and Dan Roth", "links": null }, "BIBREF810": { "ref_id": "b810", "title": ":00 Session 13A Sentiment Analysis, Stylistic Analysis, and Argument Mining-11 [Long] Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling and Yan Song [Short] Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness Khalid Al Khatib, Michael V\u00f6lske, Shahbaz Syed, Nikolay Kolyada and Benno Stein [Long] Out of the Echo Chamber: Detecting Countering Debate Speeches Matan Orbach", "authors": [ { "first": "Maria", "middle": [], "last": "Vinit Ravishankar", "suffix": "" }, { "first": "Yonatan", "middle": [], "last": "Barrett", "suffix": "" }, { "first": "Desmond", "middle": [], "last": "Belinkov", "suffix": "" }, { "first": "Anders", "middle": [], "last": "Elliott", "suffix": "" }, { "first": "", "middle": [], "last": "S\u00f8gaard Wednesday", "suffix": "" } ], "year": 2020, "venue": "The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou", "volume": "12", "issue": "", "pages": "0--13", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Sensitivity of Language Models and Humans to Winograd Schema Per- turbations Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond El- liott and Anders S\u00f8gaard Wednesday, July 8, 2020 UTC+0 (continued) 12:00-13:00 Session 13A Sentiment Analysis, Stylistic Analysis, and Argument Mining-11 [Long] Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling and Yan Song [Short] Exploiting Personal Characteristics of Debaters for Predicting Persuasive- ness Khalid Al Khatib, Michael V\u00f6lske, Shahbaz Syed, Nikolay Kolyada and Benno Stein [Long] Out of the Echo Chamber: Detecting Countering Debate Speeches Matan Orbach, Yonatan Bilu, Assaf Toledo, Dan Lahav, Michal Jacovi, Ranit Aharonov and Noam Slonim 12:00-13:00 Session 13A Student Research Workshop", "links": null }, "BIBREF811": { "ref_id": "b811", "title": "Pre-training via Leveraging Assisting Languages for Neural Machine Translation Haiyue Song, Raj Dabre", "authors": [ { "first": "Zhuoyuan", "middle": [], "last": "Mao", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Cheng", "suffix": "" }, { "first": "Sadao", "middle": [], "last": "Kurohashi", "suffix": "" }, { "first": "Eiichiro", "middle": [], "last": "Sumita", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Pre-training via Leveraging Assisting Languages for Neural Machine Trans- lation Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi and Eiichiro Sumita [SRW] A Simple and Effective Dependency Parser for Telugu Sneha Nallani, Manish Shrivastava and Dipti Sharma", "links": null }, "BIBREF812": { "ref_id": "b812", "title": "Alberto Barr\u00f3n-Cede\u00f1o and Preslav Nakov [Demo] NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg Joshua Bambrick", "authors": [ { "first": "Xiangling", "middle": [], "last": "Cross-Lingual ; Chenwei Yan", "suffix": "" }, { "first": "Yubo", "middle": [], "last": "Fu", "suffix": "" }, { "first": "Kang", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Jun", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Shengping", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Weifeng", "middle": [], "last": "Liu", "suffix": "" }, { "first": "", "middle": [], "last": "Chong", "suffix": "" } ], "year": 2020, "venue": "30 Demo Session 3B [Demo] Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes Pengfei Cao", "volume": "12", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "Cross-Lingual Disaster-related Multi-label Tweet Classification with Mani- fold Mixup Jishnu Ray Chowdhury, Cornelia Caragea and Doina Caragea 12:45-13:30 Demo Session 3B [Demo] Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes Pengfei Cao, Chenwei Yan, Xiangling Fu, Yubo Chen, Kang Liu, Jun Zhao, Sheng- ping Liu and Weifeng Chong [Demo] Prta: A System to Support the Analysis of Propaganda Techniques in the News Giovanni Da San Martino, Shaden Shaar, Yifan Zhang, Seunghak Yu, Alberto Barr\u00f3n-Cede\u00f1o and Preslav Nakov [Demo] NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau, Vit- torio Selo and Iat Chong Chan Wednesday, July 8, 2020 UTC+0 (continued) 13:00-14:00 Session 13B Dialogue and Interactive Systems-16", "links": null }, "BIBREF813": { "ref_id": "b813", "title": "Long] Diversifying Dialogue Generation with Non-Conversational Text Hui Su", "authors": [ { "first": "Zekang", "middle": [], "last": "Shan", "suffix": "" }, { "first": "Jinchao", "middle": [], "last": "Li", "suffix": "" }, { "first": "Fandong", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Yang", "middle": [], "last": "Meng", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Feng", "suffix": "" }, { "first": "Jie", "middle": [], "last": "Niu", "suffix": "" }, { "first": "Sanqiang", "middle": [], "last": "Zhou ; Xiaoyu Shen", "suffix": "" }, { "first": "Zhou", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "Pengwei", "middle": [], "last": "Xiao", "suffix": "" }, { "first": "Randy", "middle": [], "last": "Hu", "suffix": "" }, { "first": "Cheng", "middle": [], "last": "Zhong", "suffix": "" }, { "first": "Jie", "middle": [], "last": "Niu", "suffix": "" }, { "first": "", "middle": [], "last": "Zhou ; Xiao", "suffix": "" }, { "first": "Wanxiang", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Che", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang and Xiaoyan Zhu [Long] Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks YIPING SONG", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu and Jie Zhou [Long] Diversifying Dialogue Generation with Non-Conversational Text Hui Su, Xiaoyu Shen, Sanqiang Zhao, Zhou Xiao, Pengwei Hu, randy zhong, Cheng Niu and Jie Zhou [Long] Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Di- alog Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang and Ting Liu [Long] KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang and Xiaoyan Zhu [Long] Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks YIPING SONG, Zequn Liu, Wei Bi, Rui Yan and Ming Zhang", "links": null }, "BIBREF814": { "ref_id": "b814", "title": "Multi-Domain State Generator for Dialogue Systems", "authors": [ { "first": "", "middle": [], "last": "Meta-Reinforced", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Meta-Reinforced Multi-Domain State Generator for Dialogue Systems Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du and Shuo Ma", "links": null }, "BIBREF815": { "ref_id": "b815", "title": "Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan and Deyi Xiong [Long] Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang", "authors": [ { "first": "Junfeng", "middle": [], "last": "Tian", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Xiaojun", "middle": [], "last": "Quan", "suffix": "" }, { "first": "Jianxing", "middle": [], "last": "Yu", "suffix": "" } ], "year": 2020, "venue": "Speaker Sensitive Response Evaluation Model JinYeong Bak and Alice Oh Wednesday", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan and Deyi Xiong [Long] Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan and Jianxing Yu [Long] Speaker Sensitive Response Evaluation Model JinYeong Bak and Alice Oh Wednesday, July 8, 2020 UTC+0 (continued) 13:00-14:00 Session 13B Discourse and Pragmatics-8", "links": null }, "BIBREF816": { "ref_id": "b816", "title": "DRTS Parsing with Structure-Aware Encoding and Decoding Qiankun Fu, Yue Zhang", "authors": [], "year": null, "venue": "", "volume": "13", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "DRTS Parsing with Structure-Aware Encoding and Decoding Qiankun Fu, Yue Zhang, Jiangming Liu and Meishan Zhang 13:00-14:00 Session 13B Information Extraction-8", "links": null }, "BIBREF817": { "ref_id": "b817", "title": "Bipartite Flat-Graph Network for Nested Named Entity Recognition Ying Luo and Hai Zhao [Short] FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li, Hang Yan, Xipeng Qiu and Xuanjing Huang [Long] Temporally-Informed Analysis of Named Entity Recognition Shruti Rijhwani and Daniel Preotiuc-Pietro", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Bipartite Flat-Graph Network for Nested Named Entity Recognition Ying Luo and Hai Zhao [Short] FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li, Hang Yan, Xipeng Qiu and Xuanjing Huang [Long] Temporally-Informed Analysis of Named Entity Recognition Shruti Rijhwani and Daniel Preotiuc-Pietro", "links": null }, "BIBREF818": { "ref_id": "b818", "title": "Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation Aakanksha Naik and Carolyn Rose", "authors": [], "year": null, "venue": "00 Session 13B Language Grounding to Vision, Robotics and Beyond", "volume": "13", "issue": "", "pages": "0--14", "other_ids": {}, "num": null, "urls": [], "raw_text": "Towards Open Domain Event Trigger Identification using Adversarial Do- main Adaptation Aakanksha Naik and Carolyn Rose 13:00-14:00 Session 13B Language Grounding to Vision, Robotics and Beyond-7", "links": null }, "BIBREF819": { "ref_id": "b819", "title": "Long] Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng, Quan Guo and Parisa Kordjamshidi [Long] Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context Shashank Srivastava", "authors": [ { "first": "Jielong", "middle": [], "last": "Wei", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Cai", "suffix": "" }, { "first": "Changmeng", "middle": [], "last": "Zheng", "suffix": "" }, { "first": "Junying", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Qing", "middle": [], "last": "Ho-Fung Leung", "suffix": "" }, { "first": "", "middle": [], "last": "Li ; Andrea", "suffix": "" }, { "first": "Emanuele", "middle": [], "last": "Vanzo", "suffix": "" }, { "first": "Desmond", "middle": [], "last": "Bastianelli", "suffix": "" }, { "first": "Stella", "middle": [], "last": "Elliott", "suffix": "" }, { "first": "Oliver", "middle": [], "last": "Frank", "suffix": "" }, { "first": "", "middle": [], "last": "Lemon", "suffix": "" } ], "year": 2020, "venue": "CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning Alessandro Suglia, Ioannis Konstas", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Aligned Dual Channel Graph Convolutional Network for Visual Question Answering Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung and Qing Li [Long] CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank and Oliver Lemon [Long] Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng, Quan Guo and Parisa Kordjamshidi [Long] Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic and Christopher Meek Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF820": { "ref_id": "b820", "title": "Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou, Anna Potapenko and Olivier Tieleman", "links": null }, "BIBREF821": { "ref_id": "b821", "title": "Multimodal Neural Graph Memory Networks for Visual Question Answering Mahmoud Khademi", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multimodal Neural Graph Memory Networks for Visual Question Answering Mahmoud Khademi 13:00-14:00 Session 13B Machine Translation-15", "links": null }, "BIBREF822": { "ref_id": "b822", "title": "Hard-Coded Gaussian Attention for Neural Machine Translation Weiqiu You, Simeng Sun and Mohit Iyyer", "authors": [ { "first": "Hanrui", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Zhanghao", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Zhijian", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Han", "middle": [], "last": "Cai", "suffix": "" }, { "first": "Ligeng", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Chuang", "middle": [], "last": "Gan", "suffix": "" }, { "first": "Song", "middle": [], "last": "Han", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "HAT: Hardware-Aware Transformers for Efficient Natural Language Pro- cessing Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan and Song Han [Long] Hard-Coded Gaussian Attention for Neural Machine Translation Weiqiu You, Simeng Sun and Mohit Iyyer", "links": null }, "BIBREF823": { "ref_id": "b823", "title": "Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell and Zarana Parekh [Long] Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders and Bill Byrne [Long] Translationese as a Language in \"Multilingual", "authors": [ { "first": "Nikolay", "middle": [], "last": "Bogoychev", "suffix": "" }, { "first": "Kenneth", "middle": [], "last": "Heafield", "suffix": "" }, { "first": "Rico", "middle": [], "last": "Sennrich", "suffix": "" }, { "first": "; Nmt Parker", "middle": [], "last": "Riley", "suffix": "" }, { "first": "Isaac", "middle": [], "last": "Caswell", "suffix": "" }, { "first": "Markus", "middle": [], "last": "Freitag", "suffix": "" }, { "first": "David", "middle": [], "last": "Grangier", "suffix": "" } ], "year": 2020, "venue": "Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "In Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield and Rico Sennrich [Long] Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell and Zarana Parekh [Long] Reducing Gender Bias in Neural Machine Translation as a Domain Adap- tation Problem Danielle Saunders and Bill Byrne [Long] Translationese as a Language in \"Multilingual\" NMT Parker Riley, Isaac Caswell, Markus Freitag and David Grangier [Long] Uncertainty-Aware Curriculum Learning for Neural Machine Translation Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan and Lidia S. Chao [Long] Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni and Yoav Goldberg [Short] Using Context in Neural Machine Translation Training Objectives Danielle Saunders, Felix Stahlberg and Bill Byrne Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF824": { "ref_id": "b824", "title": "Cotterell [Long] Predicting the Growth of Morphological Families from Social and Linguistic Factors Valentin Hofmann, Janet Pierrehumbert and Hinrich Sch\u00fctze [Long] Semi-supervised Contextual Historical Text Normalization Peter Makarov and Simon Clematide [Long] The Paradigm Discovery Problem Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell and Nizar Habash [Short] Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi Aryaman Arora", "authors": [], "year": 2020, "venue": "Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy and Matthias", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy and Matthias Paulik 13:00-14:00 Session 13B Phonology, Morphology and Word Segmentation-5 [Long] 2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A and Isabelle Augenstein [TACL] Phonotactic Complexity and Its Trade-offs Tiago Pimentel, Brian Roark, Ryan D. Cotterell [Long] Predicting the Growth of Morphological Families from Social and Linguistic Factors Valentin Hofmann, Janet Pierrehumbert and Hinrich Sch\u00fctze [Long] Semi-supervised Contextual Historical Text Normalization Peter Makarov and Simon Clematide [Long] The Paradigm Discovery Problem Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell and Nizar Habash [Short] Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi Aryaman Arora, Luke Gessler and Nathan Schneider Wednesday, July 8, 2020 UTC+0 (continued) 13:00-14:00 Session 13B Question Answering-11", "links": null }, "BIBREF825": { "ref_id": "b825", "title": "ClarQ: A large-scale and diverse dataset for Clarification Question Generation Vaibhav Kumar and Alan W Black [Long] DoQA -Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos, Arantxa Otegi", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "ClarQ: A large-scale and diverse dataset for Clarification Question Gener- ation Vaibhav Kumar and Alan W Black [Long] DoQA -Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak and Eneko Agirre", "links": null }, "BIBREF826": { "ref_id": "b826", "title": "Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng", "authors": [ { "first": "Haoyang", "middle": [], "last": "Wen", "suffix": "" }, { "first": "Yaobo", "middle": [], "last": "Liang", "suffix": "" }, { "first": "Nan", "middle": [], "last": "Duan", "suffix": "" }, { "first": "Wanxiang", "middle": [], "last": "Che", "suffix": "" }, { "first": "Daxin", "middle": [], "last": "Jiang", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Zhou", "suffix": "" }, { "first": "Ting", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Document Modeling with Graph Attention Networks for Multi-grained Ma- chine Reading Comprehension Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou and Ting Liu [Long] Low-Resource Generation of Multi-hop Reasoning Questions Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan and Jian Yin [Long] MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel and Holger Schwenk", "links": null }, "BIBREF827": { "ref_id": "b827", "title": "R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason Naoya Inoue, Pontus Stenetorp and Kentaro Inui", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering Ming Yan, Hao Zhang, Di Jin and Joey Tianyi Zhou [Short] R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason Naoya Inoue, Pontus Stenetorp and Kentaro Inui", "links": null }, "BIBREF828": { "ref_id": "b828", "title": "Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Recurrent Chunking Mechanisms for Long-Text Machine Reading Compre- hension Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen and Dong Yu Wednesday, July 8, 2020 UTC+0 (continued) 13:00-14:00 Session 13B Theme-5", "links": null }, "BIBREF829": { "ref_id": "b829", "title": "Automated Evaluation of Writing -50 Years and Counting Beata Beigman Klebanov and Nitin Madnani", "authors": [ { "first": "Sebastian", "middle": [], "last": "Ruder", "suffix": "" }, { "first": "Dani", "middle": [], "last": "Yogatama", "suffix": "" }, { "first": "Gorka", "middle": [], "last": "Labaka", "suffix": "" }, { "first": "Eneko", "middle": [], "last": "Agirre ; Francisco Guzm\u00e1n", "suffix": "" }, { "first": "Lucia", "middle": [], "last": "Specia", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe, Sebastian Ruder, Dani Yogatama, Gorka Labaka and Eneko Agirre [Short] A Tale of a Probe and a Parser Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams and Ryan Cotterell [Short] Are we Estimating or Guesstimating Translation Quality? Shuo Sun, Francisco Guzm\u00e1n and Lucia Specia [Long] Automated Evaluation of Writing -50 Years and Counting Beata Beigman Klebanov and Nitin Madnani", "links": null }, "BIBREF830": { "ref_id": "b830", "title": "Short] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner and Hinrich Sch\u00fctze [Short] On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann and Desmond Elliott [Short] Returning the N to NLP: Towards Contextually Personalized Classification Models Lucie Flek [Long] Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber and Matthias Paulik [Long] To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz", "authors": [ { "first": "Spmrl", "middle": [], "last": "From", "suffix": "" }, { "first": "Dan", "middle": [], "last": "Nmrl ; ? Reut Tsarfaty", "suffix": "" }, { "first": "Stav", "middle": [], "last": "Bareket", "suffix": "" }, { "first": "Amit", "middle": [], "last": "Klein", "suffix": "" }, { "first": "", "middle": [], "last": "Seker ; Chen", "suffix": "" }, { "first": "Tom", "middle": [], "last": "Shani", "suffix": "" }, { "first": "", "middle": [], "last": "Hope", "suffix": "" }, { "first": "R L", "middle": [], "last": "Miriam", "suffix": "" }, { "first": "Omri", "middle": [], "last": "Petruck", "suffix": "" }, { "first": "Dafna", "middle": [], "last": "Abend", "suffix": "" }, { "first": "", "middle": [], "last": "Shahaf", "suffix": "" } ], "year": 2020, "venue": "Session 13B Student Research Workshop [SRW] AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif, Shunsuke Kitada and Hitoshi Iyatomi", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty, Dan Bareket, Stav Klein and Amit Seker [Long] Language (Re)modelling: Towards Embodied Language Understanding Ronen Tamari, Chen Shani, Tom Hope, Miriam R L Petruck, Omri Abend and Dafna Shahaf [Short] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner and Hinrich Sch\u00fctze [Short] On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann and Desmond Elliott [Short] Returning the N to NLP: Towards Contextually Personalized Classification Models Lucie Flek [Long] Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber and Matthias Paulik [Long] To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz, Greg Burnham, Akash Bharadwaj, Owen Rambow, Jennifer Chu- Carroll and Dave Ferrucci Wednesday, July 8, 2020 UTC+0 (continued) [Long] What Question Answering can Learn from Trivia Nerds Jordan Boyd-Graber and Benjamin B\u00f6rschinger [Long] What are the Goals of Distributional Semantics? Guy Emerson [Long] Gender Gap in Natural Language Processing Research: Disparities in Au- thorship and Citations Saif M. Mohammad 13:00-14:00 Session 13B Student Research Workshop [SRW] AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif, Shunsuke Kitada and Hitoshi Iyatomi", "links": null }, "BIBREF831": { "ref_id": "b831", "title": "SRW] Noise-Based Augmentation Techniques for Emotion Datasets: What do we Recommend? Mimansa Jaiswal and Emily Mower Provost [SRW] Logical Inferences with Comparatives and Generalized Quantifiers Izumi Haruta, Koji Mineshima and Daisuke Bekki 13:30-14:15 Demo Session 3C [Demo] Embedding-based Scientific Literature Discovery in a Text Editor Application Onur G\u00f6k\u00e7e", "authors": [ { "first": "Logan", "middle": [], "last": "Lebanoff", "suffix": "" }, { "first": "John", "middle": [], "last": "Muchovej", "suffix": "" }, { "first": "Franck", "middle": [], "last": "Dernoncourt", "suffix": "" }, { "first": "Soon", "middle": [], "last": "Doo", "suffix": "" }, { "first": "Lidan", "middle": [], "last": "Kim", "suffix": "" }, { "first": "Walter", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Chang", "suffix": "" }, { "first": "; Jonathan", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Nikola", "middle": [ "I" ], "last": "Prada", "suffix": "" }, { "first": "Nianlong", "middle": [], "last": "Nikolov", "suffix": "" }, { "first": "", "middle": [], "last": "Gu", "suffix": "" }, { "first": "H", "middle": [ "R" ], "last": "Richard", "suffix": "" }, { "first": "", "middle": [], "last": "Hahnloser", "suffix": "" } ], "year": 2020, "venue": "Understanding Points of Correspondence between Sentences for Abstractive Summarization", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Understanding Points of Correspondence between Sentences for Abstractive Summarization Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang and Fei Liu [SRW] Noise-Based Augmentation Techniques for Emotion Datasets: What do we Recommend? Mimansa Jaiswal and Emily Mower Provost [SRW] Logical Inferences with Comparatives and Generalized Quantifiers Izumi Haruta, Koji Mineshima and Daisuke Bekki 13:30-14:15 Demo Session 3C [Demo] Embedding-based Scientific Literature Discovery in a Text Editor Applica- tion Onur G\u00f6k\u00e7e, Jonathan Prada, Nikola I. Nikolov, Nianlong Gu and Richard H.R. Hahnloser [Demo] Penman: An Open-Source Library and Tool for AMR Graphs Michael Wayne Goodman Wednesday, July 8, 2020 UTC+0 (continued) 14:00-15:00 Plenary 14:00-14:45 Keynote 2 Video Livestream: Josh Tenenbaum 14:45-15:15 Keynote 2 Live Q&A: Josh Tenenbaum 15:15-15:25 Best Paper Award Ceremony 15:25-15:37 Future Conferences 15:37-15:49 Closing Remarks 17:00-17:45 Demo Session 4A [Demo] Nakdan: Professional Hebrew Diacritizer Avi Shmidman, Shaltiel Shmidman, Moshe Koppel and Yoav Goldberg [Demo] SUPP.AI: Finding Evidence for Supplement-Drug Interactions Lucy Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg, Carissa Schoenick, Nick Botner and Waleed Ammar 17:00-18:00 Session 14A Generation-13", "links": null }, "BIBREF832": { "ref_id": "b832", "title": "Long] BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam, Dipanjan Das and Ankur Parikh [Long] Distilling Knowledge Learned in BERT for Text Generation Yen", "authors": [ { "first": "Fei", "middle": [], "last": "Guan", "suffix": "" }, { "first": "Minlie", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Zhihao", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Xiaoyan", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "", "middle": [], "last": "Zhu ; Comprehension Mike", "suffix": "" }, { "first": "Yinhan", "middle": [], "last": "Lewis", "suffix": "" }, { "first": "Naman", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Marjan", "middle": [], "last": "Goyal", "suffix": "" }, { "first": "Abdelrahman", "middle": [], "last": "Ghazvininejad", "suffix": "" }, { "first": "Omer", "middle": [], "last": "Mohamed", "suffix": "" }, { "first": "Veselin", "middle": [], "last": "Levy", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Stoyanov", "suffix": "" }, { "first": "Zhe", "middle": [], "last": "Zettlemoyer ; Chun Chen", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Gan", "suffix": "" }, { "first": "Jingzhou", "middle": [], "last": "Cheng", "suffix": "" }, { "first": "Jingjing", "middle": [], "last": "Liu", "suffix": "" }, { "first": "", "middle": [], "last": "Liu Wednesday", "suffix": "" } ], "year": 2020, "venue": "BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Knowledge-Enhanced Pretraining Model for Commonsense Story Gen- eration Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu [Long] BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mo- hamed, Omer Levy, Veselin Stoyanov and Luke Zettlemoyer [Long] BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam, Dipanjan Das and Ankur Parikh [Long] Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu and Jingjing Liu Wednesday, July 8, 2020 UTC+0 (continued) [Long] ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher and Dragomir Radev [Long] Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar, Lili Mou, Lukasz Golab and Olga Vechtomova [Long] Logical Natural Language Generation from Open-Domain Tables Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen and William Yang Wang", "links": null }, "BIBREF833": { "ref_id": "b833", "title": "Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong and Wei Xu", "links": null }, "BIBREF834": { "ref_id": "b834", "title": "Long] R\u02c63: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan and Nanyun Peng [Short] Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization Henry Elder", "authors": [ { "first": "Tong", "middle": [], "last": "Yuan", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Khushboo", "middle": [], "last": "Meng", "suffix": "" }, { "first": "Peter", "middle": [], "last": "Thaker", "suffix": "" }, { "first": "Daqing", "middle": [], "last": "Brusilovsky", "suffix": "" }, { "first": "Adam", "middle": [], "last": "He", "suffix": "" }, { "first": ";", "middle": [], "last": "Trischler", "suffix": "" }, { "first": "Jennifer", "middle": [], "last": "Foster", "suffix": "" } ], "year": 2020, "venue": "One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan, Tong Wang, Rui Meng, Khushboo Thaker, Peter Brusilovsky, Daqing He and Adam Trischler [Long] R\u02c63: Reverse, Retrieve, and Rank for Sarcasm Generation with Common- sense Knowledge Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan and Nanyun Peng [Short] Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization Henry Elder, Robert Burke, Alexander O'Connor and Jennifer Foster [Long] Structural Information Preserving for Graph-to-Text Generation Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge and Dong Yu [TACL] Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar Wednesday, July 8, 2020 UTC+0 (continued) 17:00-18:00 Session 14A Information Extraction-9", "links": null }, "BIBREF835": { "ref_id": "b835", "title": "Short] A Two-Stage Masked LM Method for Term Set Expansion Guy Kushilevitz, Shaul Markovitch and Yoav Goldberg [Long] Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du and Claire Cardie [Long] Exploiting the Syntax-Model Consistency for Neural Relation Extraction Amir Pouran Ben Veyseh", "authors": [ { "first": "Heng", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Lingfei", "middle": [], "last": "Huang", "suffix": "" }, { "first": "", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "A Joint Neural Model for Information Extraction with Global Features Ying", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Joint Neural Model for Information Extraction with Global Features Ying Lin, Heng Ji, Fei Huang and Lingfei Wu [Short] A Two-Stage Masked LM Method for Term Set Expansion Guy Kushilevitz, Shaul Markovitch and Yoav Goldberg [Long] Document-Level Event Role Filler Extraction using Multi-Granularity Con- textualized Encoding Xinya Du and Claire Cardie [Long] Exploiting the Syntax-Model Consistency for Neural Relation Extraction Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou and Thien Huu Nguyen", "links": null }, "BIBREF836": { "ref_id": "b836", "title": "and Benjamin Van Durme [Long] Rationalizing Medical Relation Prediction from Corpus-level Statistics Zhen Wang, Jennifer Lee, Simon Lin and Huan Sun [Long] Sources of Transfer in Multilingual Named Entity Recognition David Mueller, Nicholas Andrews and Mark Dredze [Long] ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages Colin Lockard", "authors": [ { "first": "Shruti", "middle": [], "last": "Rijhwani", "suffix": "" }, { "first": "John", "middle": [], "last": "Wieting", "suffix": "" }, { "first": "Jaime", "middle": [], "last": "Carbonell", "suffix": "" }, { "first": "Graham", "middle": [], "last": "Neubig", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "From English to Code-Switching: Transfer Learning with Strong Morpho- logical Clues Gustavo Aguilar and Thamar Solorio [TACL] Improving Candidate Generation for Low-resource Cross-lingual Entity Linking Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig [Long] Learning Interpretable Relationships between Entities, Relations and Con- cepts via Bayesian Structure Learning on Open Domain Facts Jingyuan Zhang, Mingming Sun, Yue Feng and Ping Li [Long] Multi-Sentence Argument Linking Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins and Benjamin Van Durme [Long] Rationalizing Medical Relation Prediction from Corpus-level Statistics Zhen Wang, Jennifer Lee, Simon Lin and Huan Sun [Long] Sources of Transfer in Multilingual Named Entity Recognition David Mueller, Nicholas Andrews and Mark Dredze [Long] ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Web- pages Colin Lockard, Prashant Shiralkar, Xin Luna Dong and Hannaneh Hajishirzi Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF837": { "ref_id": "b837", "title": "Soft Gazetteers for Low-Resource Named Entity Recognition Shruti Rijhwani", "authors": [], "year": null, "venue": "", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Soft Gazetteers for Low-Resource Named Entity Recognition Shruti Rijhwani, Shuyan Zhou, Graham Neubig and Jaime Carbonell 17:00-18:00 Session 14A Information Retrieval and Text Mining-7", "links": null }, "BIBREF838": { "ref_id": "b838", "title": "Long] Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain Shadi Saleh and Pavel Pecina [Long] Empower Entity Set Expansion via Language Model Probing Yunyi Zhang", "authors": [ { "first": "Philip", "middle": [], "last": "Resnik", "suffix": "" }, { "first": "Douglas Oard ; Washington", "middle": [], "last": "Cunha", "suffix": "" }, { "first": "Christian", "middle": [], "last": "Gomes", "suffix": "" }, { "first": "Ant\u00f4nio", "middle": [], "last": "Pereira", "suffix": "" }, { "first": "Leonardo", "middle": [], "last": "Rocha", "suffix": "" }, { "first": "Marcos Goncalves ; Jiaming", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Jingbo", "middle": [], "last": "Shang", "suffix": "" }, { "first": "Jiawei", "middle": [], "last": "Han ; Kushal Kafle", "suffix": "" }, { "first": "Christopher", "middle": [], "last": "Kanan ; Andrea", "suffix": "" }, { "first": "Emanuele", "middle": [], "last": "Vanzo", "suffix": "" }, { "first": "Desmond", "middle": [], "last": "Bastianelli", "suffix": "" }, { "first": "Stella", "middle": [], "last": "Elliott", "suffix": "" }, { "first": "Oliver", "middle": [], "last": "Frank", "suffix": "" }, { "first": "", "middle": [], "last": "Lemon", "suffix": "" } ], "year": null, "venue": "CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning Alessandro Suglia, Ioannis Konstas", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Prioritization Model for Suicidality Risk Assessment Han-Chin Shing, Philip Resnik and Douglas Oard [Long] CluHTM -Semantic Hierarchical Topic Modeling based on CluWords Felipe Viegas, Washington Cunha, Christian Gomes, Ant\u00f4nio Pereira, Leonardo Rocha and Marcos Goncalves [Long] Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain Shadi Saleh and Pavel Pecina [Long] Empower Entity Set Expansion via Language Model Probing Yunyi Zhang, Jiaming Shen, Jingbo Shang and Jiawei Han [Long] Feature Projection for Improved Text Classification Qi Qin, Wenpeng Hu and Bing Liu 17:00-18:00 Session 14A Language Grounding to Vision, Robotics and Beyond-8 [Short] A negative case analysis of visual grounding methods for VQA Robik Shrestha, Kushal Kafle and Christopher Kanan [Long] CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank and Oliver Lemon [Long] History for Visual Dialog: Do we really need it? Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas and Verena Rieser", "links": null }, "BIBREF839": { "ref_id": "b839", "title": "Mapping Natural Language Instructions to Mobile UI Action", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Mapping Natural Language Instructions to Mobile UI Action Sequences Yang Li, Jiacong He, Xin Zhou, Yuan Zhang and Jason Baldridge Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF840": { "ref_id": "b840", "title": "Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou, Anna Potapenko and Olivier Tieleman [Long] TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou, Anna Potapenko and Olivier Tieleman [Long] TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei, Licheng Yu, Tamara Berg and Mohit Bansal", "links": null }, "BIBREF841": { "ref_id": "b841", "title": "Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting Po-Yao Huang", "authors": [], "year": null, "venue": "00 Session 14A Phonology, Morphology and Word Segmentation", "volume": "17", "issue": "", "pages": "0--18", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting Po-Yao Huang, Junjie Hu, Xiaojun Chang and Alexander Hauptmann 17:00-18:00 Session 14A Phonology, Morphology and Word Segmentation-6", "links": null }, "BIBREF842": { "ref_id": "b842", "title": "Improving Chinese Word Segmentation with Wordhood Memory Networks Yuanhe Tian", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Chinese Word Segmentation with Wordhood Memory Networks Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang and Yonggang Wang", "links": null }, "BIBREF843": { "ref_id": "b843", "title": "Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge Yuanhe Tian", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang and Yong- gang Wang", "links": null }, "BIBREF844": { "ref_id": "b844", "title": "Phonetic and Visual Priors for Decipherment of Informal Romanization Maria Ryskina", "authors": [ { "first": "R", "middle": [], "last": "Matthew", "suffix": "" }, { "first": "Taylor", "middle": [], "last": "Gormley", "suffix": "" }, { "first": "", "middle": [], "last": "Berg-Kirkpatrick", "suffix": "" } ], "year": 2020, "venue": "Phonotactic Complexity and Its Trade-offs Tiago Pimentel", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Mor- phological Tagging Nasser Zalmout and Nizar Habash [Long] Phonetic and Visual Priors for Decipherment of Informal Romanization Maria Ryskina, Matthew R. 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Cotterell [Long] The Paradigm Discovery Problem Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell and Nizar Habash Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF845": { "ref_id": "b845", "title": "Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi Aryaman Arora", "authors": [], "year": null, "venue": "Session 14A Semantics: Sentence Level-9", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi Aryaman Arora, Luke Gessler and Nathan Schneider 17:00-18:00 Session 14A Semantics: Sentence Level-9", "links": null }, "BIBREF846": { "ref_id": "b846", "title": "Active Learning for Coreference Resolution using Discrete Annotation Belinda Z", "authors": [ { "first": "Gabriel", "middle": [], "last": "Li", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Stanovsky", "suffix": "" }, { "first": "", "middle": [], "last": "Zettlemoyer", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Active Learning for Coreference Resolution using Discrete Annotation Belinda Z. 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Costa-juss\u00e0 and Jos\u00e9 A. R. Fonollosa", "links": null }, "BIBREF851": { "ref_id": "b851", "title": "SRW] Dominance as an Indicator of Rapport and Learning in Human-Agent Communication Amanda Buddemeyer, Xiaoyi Tian and Erin Walker 17:45-18:30 Demo Session 4B [Demo] Conversation Learner -A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems Swadheen Shukla", "authors": [], "year": 2020, "venue": "Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder Zheng Tang", "volume": "18", "issue": "", "pages": "0--19", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploring Interpretability in Event Extraction: Multitask Learning of a Neu- ral Event Classifier and an Explanation Decoder Zheng Tang, Gus Hahn-Powell and Mihai Surdeanu [SRW] Dominance as an Indicator of Rapport and Learning in Human-Agent Com- munication Amanda Buddemeyer, Xiaoyi Tian and Erin Walker 17:45-18:30 Demo Session 4B [Demo] Conversation Learner -A Machine Teaching Tool for Building Dialog Man- agers for Task-Oriented Dialog Systems Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng and Jianfeng Gao [Demo] LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves and Xiang Ren Wednesday, July 8, 2020 UTC+0 (continued) 18:00-19:00 Session 14B Information Extraction-10", "links": null }, "BIBREF852": { "ref_id": "b852", "title": "A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization Dongfang Xu, Zeyu Zhang and Steven Bethard [Long] Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization Dongfang Xu, Zeyu Zhang and Steven Bethard [Long] Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen, Yunmo Chen and Benjamin Van Durme", "links": null }, "BIBREF853": { "ref_id": "b853", "title": "TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis", "authors": [ { "first": "Mayank", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Daniel", "middle": [], "last": "Kulkarni", "suffix": "" }, { "first": ";", "middle": [], "last": "Preotiuc-Pietro", "suffix": "" }, { "first": "Xin Luna Dong ; Dong-Ho", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Ryan", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Xiao", "middle": [], "last": "Moreno", "suffix": "" }, { "first": "", "middle": [], "last": "Huang", "suffix": "" } ], "year": null, "venue": "TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition Bill Yuchen Lin", "volume": "18", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference Jing Wang, Mayank Kulkarni and Daniel Preotiuc-Pietro [Long] TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis, Jun Ma and Xin Luna Dong [Short] TriggerNER: Learning with Entity Triggers as Explanations for Named En- tity Recognition Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar and Xiang Ren 18:00-19:00 Session 14B Machine Learning for NLP-16", "links": null }, "BIBREF854": { "ref_id": "b854", "title": "\u00c9ric de la Clergerie, Djam\u00e9 Seddah and Beno\u00eet Sagot [Short] Contrastive Self-Supervised Learning for Commonsense Reasoning Tassilo Klein and Moin Nabi [Short] Do Transformers Need Deep Long-Range Memory? Jack Rae and Ali Razavi [Long] Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing Clara Meister", "authors": [ { "first": "Roy", "middle": [], "last": "Schwartz", "suffix": "" }, { "first": "Dianqi", "middle": [], "last": "Li", "suffix": "" }, { "first": "Noah", "middle": [ "A" ], "last": "Smith ; Benjamin Muller", "suffix": "" }, { "first": "Pedro Javier Ortiz", "middle": [], "last": "Su\u00e1rez", "suffix": "" }, { "first": "Yoann", "middle": [], "last": "Dupont", "suffix": "" }, { "first": "Laurent", "middle": [], "last": "Romary", "suffix": "" } ], "year": 2020, "venue": "A Mixture of h -1 Heads is Better than h Heads Hao Peng", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Mixture of h -1 Heads is Better than h Heads Hao Peng, Roy Schwartz, Dianqi Li and Noah A. Smith [Long] CamemBERT: a Tasty French Language Model Louis Martin, Benjamin Muller, Pedro Javier Ortiz Su\u00e1rez, Yoann Dupont, Laurent Romary, \u00c9ric de la Clergerie, Djam\u00e9 Seddah and Beno\u00eet Sagot [Short] Contrastive Self-Supervised Learning for Commonsense Reasoning Tassilo Klein and Moin Nabi [Short] Do Transformers Need Deep Long-Range Memory? Jack Rae and Ali Razavi [Long] Generalized Entropy Regularization or: There's Nothing Special about La- bel Smoothing Clara Meister, Elizabeth Salesky and Ryan Cotterell Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF855": { "ref_id": "b855", "title": "Improving Disentangled Text Representation Learning with Information-Theoretic Guidance Pengyu Cheng", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Disentangled Text Representation Learning with Information- Theoretic Guidance Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li and Lawrence Carin", "links": null }, "BIBREF856": { "ref_id": "b856", "title": "The Right Tool for the Job: Matching Model and Instance Complexities", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge and Noah A. Smith 18:00-19:00 Session 14B Machine Translation-16", "links": null }, "BIBREF857": { "ref_id": "b857", "title": "Balancing Training for Multilingual Neural Machine Translation Xinyi Wang, Yulia Tsvetkov and Graham Neubig [Short] Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction Mladen Karan", "authors": [ { "first": "Xian", "middle": [], "last": "Mccarthy", "suffix": "" }, { "first": "Jiatao", "middle": [], "last": "Li", "suffix": "" }, { "first": "Ning", "middle": [], "last": "Gu", "suffix": "" }, { "first": "", "middle": [], "last": "Dong", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Addressing Posterior Collapse with Mutual Information for Improved Vari- ational Neural Machine Translation Arya D. McCarthy, Xian Li, Jiatao Gu and Ning Dong [Long] Balancing Training for Multilingual Neural Machine Translation Xinyi Wang, Yulia Tsvetkov and Graham Neubig [Short] Classification-Based Self-Learning for Weakly Supervised Bilingual Lexi- con Induction Mladen Karan, Ivan Vuli\u0107, Anna Korhonen and Goran Glava\u0161", "links": null }, "BIBREF858": { "ref_id": "b858", "title": "Evaluating Robustness to Input Perturbations for Neural Machine Translation Xing Niu", "authors": [ { "first": "Prashant", "middle": [], "last": "Mathur", "suffix": "" }, { "first": "Georgiana", "middle": [], "last": "Dinu", "suffix": "" }, { "first": "Yaser", "middle": [], "last": "Al-Onaizan", "suffix": "" } ], "year": null, "venue": "Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus Luisa Bentivogli", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Evaluating Robustness to Input Perturbations for Neural Machine Transla- tion Xing Niu, Prashant Mathur, Georgiana Dinu and Yaser Al-Onaizan [Long] Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia A. Di Gangi, Roldano Cattoni and Marco Turchi", "links": null }, "BIBREF859": { "ref_id": "b859", "title": "Long] Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang, Ajay Nagesh and Kevin Knight [Long] Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders and Bill Byrne [Short] Regularized Context Gates on Transformer for Machine Translation Xintong Li", "authors": [ { "first": "Nikolay", "middle": [], "last": "Bogoychev", "suffix": "" }, { "first": "Kenneth", "middle": [], "last": "Heafield", "suffix": "" }, { "first": "Rico", "middle": [], "last": "Sennrich", "suffix": "" } ], "year": 2020, "venue": "Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "In Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield and Rico Sennrich [Long] Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang, Ajay Nagesh and Kevin Knight [Long] Reducing Gender Bias in Neural Machine Translation as a Domain Adap- tation Problem Danielle Saunders and Bill Byrne [Short] Regularized Context Gates on Transformer for Machine Translation Xintong Li, Lemao Liu, Rui Wang, Guoping Huang and Max Meng Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF860": { "ref_id": "b860", "title": "Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni and Yoav Goldberg [Short] Using Context in Neural Machine Translation Training Objectives Danielle Saunders, Felix Stahlberg and Bill Byrne [Short] Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan", "authors": [], "year": null, "venue": "Matthias Sperber, Udhyakumar Nallasamy and Matthias", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni and Yoav Goldberg [Short] Using Context in Neural Machine Translation Training Objectives Danielle Saunders, Felix Stahlberg and Bill Byrne [Short] Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy and Matthias Paulik 18:00-19:00 Session 14B NLP Applications-11", "links": null }, "BIBREF861": { "ref_id": "b861", "title": "Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring Haoran Zhang and Diane Litman [Short] Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher, Andriy Mulyar and Mark Dredze [Long] DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey", "authors": [ { "first": "Lingfei", "middle": [], "last": "Multi-Perspective Architecture For Semantic Code Search Rajarshi Haldar", "suffix": "" }, { "first": "Jinjun", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Julia", "middle": [], "last": "Xiong", "suffix": "" }, { "first": "", "middle": [], "last": "Hockenmaier ; Tuhin", "suffix": "" }, { "first": "Tariq", "middle": [], "last": "Chakrabarty", "suffix": "" }, { "first": "Siddharth", "middle": [], "last": "Alhindi", "suffix": "" }, { "first": "Kriste", "middle": [], "last": "Varia", "suffix": "" }, { "first": "Mona", "middle": [], "last": "Krstovski", "suffix": "" }, { "first": "Smaranda", "middle": [], "last": "Diab", "suffix": "" }, { "first": "", "middle": [], "last": "Muresan", "suffix": "" } ], "year": 2020, "venue": "Machine Learning Driven Language Assessment Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair [Long] Multi-Label and Multilingual News Framing Analysis Afra Feyza Aky\u00fcrek", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar, Lingfei Wu, JinJun Xiong and Julia Hockenmaier [Short] Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring Haoran Zhang and Diane Litman [Short] Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher, Andriy Mulyar and Mark Dredze [Long] DeSePtion: Dual Sequence Prediction and Adversarial Examples for Im- proved Fact-Checking Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona Diab and Smaranda Muresan [Long] Estimating predictive uncertainty for rumour verification models Elena Kochkina and Maria Liakata [Short] Let Me Choose: From Verbal Context to Font Selection Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka and Thamar Solorio [TACL] Machine Learning Driven Language Assessment Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair [Long] Multi-Label and Multilingual News Framing Analysis Afra Feyza Aky\u00fcrek, Lei Guo, Randa Elanwar, Prakash Ishwar, Margrit Betke and Derry Tanti Wijaya Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF862": { "ref_id": "b862", "title": "Long] Should All Cross-Lingual Embeddings Speak English? Antonios Anastasopoulos and Graham Neubig [Short] Smart To-Do: Automatic Generation of To-Do Items from Emails Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah and Ryen White [Short] Understanding Advertisements with BERT Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha", "authors": [ { "first": "Ruochen", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Yiming", "middle": [], "last": "Yang", "suffix": "" }, { "first": "Graham Neubig ; Ruihua", "middle": [], "last": "Song", "suffix": "" }, { "first": "Zhicheng", "middle": [], "last": "Dou", "suffix": "" }, { "first": "Jian-Yun", "middle": [], "last": "Nie", "suffix": "" }, { "first": "Jin", "middle": [], "last": "Zhou", "suffix": "" } ], "year": null, "venue": "Predicting Performance for Natural Language Processing Tasks Mengzhou Xia, Antonios Anastasopoulos", "volume": "18", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Predicting Performance for Natural Language Processing Tasks Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang and Graham Neubig [Long] ScriptWriter: Narrative-Guided Script Generation Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou [Long] Should All Cross-Lingual Embeddings Speak English? Antonios Anastasopoulos and Graham Neubig [Short] Smart To-Do: Automatic Generation of To-Do Items from Emails Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah and Ryen White [Short] Understanding Advertisements with BERT Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha, Manasi Patwardhan and Shirish Karande 18:00-19:00 Session 14B Semantics: Lexical-8", "links": null }, "BIBREF863": { "ref_id": "b863", "title": "LESSLEX: Linking Multilingual Embeddings to SenSe Representations of Lexical Items Davide Colla", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "[CL] LESSLEX: Linking Multilingual Embeddings to SenSe Representations of Lex- ical Items Davide Colla, Enrico Mensa, Daniele P. Radicioni", "links": null }, "BIBREF864": { "ref_id": "b864", "title": "Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces Goran Glava\u0161 and Ivan Vuli\u0107 Wednesday", "authors": [ { "first": "", "middle": [], "last": "Non-Linear", "suffix": "" } ], "year": 2020, "venue": "Session 14B Semantics: Textual Inference and Other Areas of Semantics", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces Goran Glava\u0161 and Ivan Vuli\u0107 Wednesday, July 8, 2020 UTC+0 (continued) 18:00-19:00 Session 14B Semantics: Textual Inference and Other Areas of Semantics-6", "links": null }, "BIBREF865": { "ref_id": "b865", "title": "Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Are Natural Language Inference Models IMPPRESsive? Learning IMPli- cature and PRESupposition Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan and Adina Williams", "links": null }, "BIBREF866": { "ref_id": "b866", "title": "Generating Fact Checking Explanations Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma and Isabelle Augenstein [Long] Mind the Trade-off: Debiasing NLU Models without Degrading the Indistribution Performance Prasetya Ajie Utama, Nafise Sadat Moosavi and Iryna Gurevych [Long] NILE : Natural Language Inference with Faithful Natural Language Explanations Sawan Kumar and Partha Talukdar [Long] Neural Mixed Counting Models for Dispersed Topic Discovery", "authors": [ { "first": "Qiaochu", "middle": [], "last": "Chen", "suffix": "" }, { "first": "Isil", "middle": [], "last": "Dillig", "suffix": "" }, { "first": "Greg", "middle": [], "last": "Durrett ; Yonatan", "suffix": "" }, { "first": "James", "middle": [], "last": "Belinkov", "suffix": "" }, { "first": "; Qiang", "middle": [], "last": "Henderson", "suffix": "" }, { "first": "Dan", "middle": [], "last": "Ning", "suffix": "" }, { "first": "", "middle": [], "last": "Roth", "suffix": "" } ], "year": null, "venue": "End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Benchmarking Multimodal Regex Synthesis with Complex Structures Xi Ye, Qiaochu Chen, Isil Dillig and Greg Durrett [Long] End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi, Yonatan Belinkov and James Henderson [Long] Generating Fact Checking Explanations Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma and Isabelle Augenstein [Long] Mind the Trade-off: Debiasing NLU Models without Degrading the In- distribution Performance Prasetya Ajie Utama, Nafise Sadat Moosavi and Iryna Gurevych [Long] NILE : Natural Language Inference with Faithful Natural Language Expla- nations Sawan Kumar and Partha Talukdar [Long] Neural Mixed Counting Models for Dispersed Topic Discovery Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang and Ziye Chen [Long] QuASE: Question-Answer Driven Sentence Encoding Hangfeng He, Qiang Ning and Dan Roth [Long] Temporal Common Sense Acquisition with Minimal Supervision Ben Zhou, Qiang Ning, Daniel Khashabi and Dan Roth", "links": null }, "BIBREF867": { "ref_id": "b867", "title": "Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou and Mohit Bansal Wednesday", "authors": [ { "first": "Maria", "middle": [], "last": "Vinit Ravishankar", "suffix": "" }, { "first": "Yonatan", "middle": [], "last": "Barrett", "suffix": "" }, { "first": "Desmond", "middle": [], "last": "Belinkov", "suffix": "" }, { "first": "Anders", "middle": [], "last": "Elliott", "suffix": "" }, { "first": "", "middle": [], "last": "S\u00f8gaard", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Sensitivity of Language Models and Humans to Winograd Schema Per- turbations Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond El- liott and Anders S\u00f8gaard [Long] Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou and Mohit Bansal Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF868": { "ref_id": "b868", "title": "Session 14B Syntax: Tagging, Chunking and Parsing-5", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Uncertain Natural Language Inference Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi and Benjamin Van Durme 18:00-19:00 Session 14B Syntax: Tagging, Chunking and Parsing-5", "links": null }, "BIBREF869": { "ref_id": "b869", "title": "Roi Reichart [Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches Tianze Shi and Lillian Lee [Short] Revisiting Higher-Order Dependency Parsers Erick Fonseca and Andr\u00e9 F. T. Martins [Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling Luoxin Chen", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Deep Contextualized Self-training for Low Resource Dependency Parsing Guy Rotman, Roi Reichart [Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tag- ging, and Joint Modeling Approaches Tianze Shi and Lillian Lee [Short] Revisiting Higher-Order Dependency Parsers Erick Fonseca and Andr\u00e9 F. T. Martins [Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Label- ing Luoxin Chen, Weitong Ruan, Xinyue Liu and Jianhua Lu", "links": null }, "BIBREF870": { "ref_id": "b870", "title": "Session 14B Student Research Workshop [SRW] Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models Pia Sommerauer [SRW] Pointwise Paraphrase Appraisal is", "authors": [ { "first": "", "middle": [], "last": "Tetra-Tagging", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference Nikita Kitaev and Dan Klein [Short] Treebank Embedding Vectors for Out-of-domain Dependency Parsing Joachim Wagner, James Barry and Jennifer Foster Wednesday, July 8, 2020 UTC+0 (continued) 18:00-19:00 Session 14B Student Research Workshop [SRW] Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models Pia Sommerauer [SRW] Pointwise Paraphrase Appraisal is Potentially Problematic Hannah Chen, Yangfeng Ji and David Evans", "links": null }, "BIBREF871": { "ref_id": "b871", "title": "15 Demo Session 4C [Demo] MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation Nico Herbig", "authors": [ { "first": "Bardia", "middle": [], "last": "Rafieian", "suffix": "" }, { "first": "Marta", "middle": [ "R" ], "last": "Costa- ; Kalliopi Meladaki", "suffix": "" }, { "first": "Mahsa", "middle": [], "last": "Monshizadeh", "suffix": "" }, { "first": "Vladislav", "middle": [], "last": "Hnatovskiy", "suffix": "" }, { "first": "Antonio", "middle": [], "last": "Kr\u00fcger", "suffix": "" }, { "first": "Josef", "middle": [], "last": "Van Genabith", "suffix": "" } ], "year": 2020, "venue": "45 Demo Session 5A [Demo] MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform Xiang Gao, Michel Galley and Bill Dolan [Demo] DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang, Siqi Sun, Michel Galley", "volume": "18", "issue": "", "pages": "0--20", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Zhao Meng and Roger Wattenhofer [SRW] Enhancing Word Embeddings with Knowledge Extracted from Lexical Re- sources Magdalena Biesialska, Bardia Rafieian and Marta R. Costa-juss\u00e0 18:30-19:15 Demo Session 4C [Demo] MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation Nico Herbig, Santanu Pal, Tim D\u00fcwel, Kalliopi Meladaki, Mahsa Monshizadeh, Vladislav Hnatovskiy, Antonio Kr\u00fcger and Josef van Genabith [Demo] What's The Latest? A Question-driven News Chatbot Philippe Laban, John Canny and Marti A. Hearst 20:00-20:45 Demo Session 5A [Demo] MixingBoard: a Knowledgeable Stylized Integrated Text Generation Plat- form Xiang Gao, Michel Galley and Bill Dolan [Demo] DIALOGPT : Large-Scale Generative Pre-training for Conversational Re- sponse Generation Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu and Bill Dolan [Demo] SUPP.AI: Finding Evidence for Supplement-Drug nteractions Lucy Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg, Carissa Schoenick, Nick Botner and Waleed Ammar Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Generation-14", "links": null }, "BIBREF872": { "ref_id": "b872", "title": "BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Mike Lewis", "authors": [ { "first": "Fei", "middle": [], "last": "Guan", "suffix": "" }, { "first": "Minlie", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Zhihao", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Xiaoyan", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "", "middle": [], "last": "Zhu ; Yinhan", "suffix": "" }, { "first": "Naman", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Marjan", "middle": [], "last": "Goyal", "suffix": "" }, { "first": "Abdelrahman", "middle": [], "last": "Ghazvininejad", "suffix": "" }, { "first": "Omer", "middle": [], "last": "Mohamed", "suffix": "" }, { "first": "Veselin", "middle": [], "last": "Levy", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Stoyanov", "suffix": "" }, { "first": "Zhe", "middle": [], "last": "Zettlemoyer ; Chun Chen", "suffix": "" }, { "first": "Yu", "middle": [], "last": "Gan", "suffix": "" }, { "first": "Jingzhou", "middle": [], "last": "Cheng", "suffix": "" }, { "first": "Jingjing", "middle": [], "last": "Liu", "suffix": "" }, { "first": "", "middle": [], "last": "Liu", "suffix": "" } ], "year": null, "venue": "BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam, Dipanjan Das and Ankur Parikh [Long] Distilling Knowledge Learned in BERT for Text Generation Yen", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Knowledge-Enhanced Pretraining Model for Commonsense Story Gen- eration Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu [Long] BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mo- hamed, Omer Levy, Veselin Stoyanov and Luke Zettlemoyer [Long] BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam, Dipanjan Das and Ankur Parikh [Long] Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu and Jingjing Liu [Long] Improving Image Captioning with Better Use of Caption Zhan Shi, Xu Zhou, Xipeng Qiu and Xiaodan Zhu [Long] Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar, Lili Mou, Lukasz Golab and Olga Vechtomova", "links": null }, "BIBREF873": { "ref_id": "b873", "title": "Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong and Wei Xu", "links": null }, "BIBREF874": { "ref_id": "b874", "title": "Daqing He and Adam Trischler Wednesday", "authors": [ { "first": "Tong", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Meng", "suffix": "" }, { "first": "Khushboo", "middle": [], "last": "Thaker", "suffix": "" }, { "first": "Peter", "middle": [], "last": "Brusilovsky", "suffix": "" } ], "year": 2020, "venue": "One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan, Tong Wang, Rui Meng, Khushboo Thaker, Peter Brusilovsky, Daqing He and Adam Trischler Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Information Extraction-11", "links": null }, "BIBREF875": { "ref_id": "b875", "title": "A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization Dongfang Xu, Zeyu Zhang and Steven Bethard", "links": null }, "BIBREF876": { "ref_id": "b876", "title": "Short] A Two-Step Approach for Implicit Event Argument Detection Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma and Eduard Hovy [Long] Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du and Claire Cardie", "authors": [ { "first": "Heng", "middle": [], "last": "Ji", "suffix": "" }, { "first": "Fei", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Lingfei", "middle": [], "last": "Wu", "suffix": "" } ], "year": null, "venue": "A Joint Neural Model for Information Extraction with Global Features Ying Lin", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Joint Neural Model for Information Extraction with Global Features Ying Lin, Heng Ji, Fei Huang and Lingfei Wu [Short] A Two-Step Approach for Implicit Event Argument Detection Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma and Eduard Hovy [Long] Document-Level Event Role Filler Extraction using Multi-Granularity Con- textualized Encoding Xinya Du and Claire Cardie", "links": null }, "BIBREF877": { "ref_id": "b877", "title": "Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts Jingyuan Zhang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Learning Interpretable Relationships between Entities, Relations and Con- cepts via Bayesian Structure Learning on Open Domain Facts Jingyuan Zhang, Mingming Sun, Yue Feng and Ping Li [Long] Multi-Sentence Argument Linking Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins and Benjamin Van Durme [Short] Revisiting Unsupervised Relation Extraction Thy Thy Tran, Phong Le and Sophia Ananiadou [Long] Temporally-Informed Analysis of Named Entity Recognition Shruti Rijhwani and Daniel Preotiuc-Pietro", "links": null }, "BIBREF878": { "ref_id": "b878", "title": "Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation Aakanksha Naik and Carolyn Rose [Long] ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages Colin Lockard, Prashant Shiralkar, Xin Luna Dong and Hannaneh Hajishirzi Wednesday", "authors": [], "year": 2020, "venue": "", "volume": "20", "issue": "", "pages": "0--21", "other_ids": {}, "num": null, "urls": [], "raw_text": "Towards Open Domain Event Trigger Identification using Adversarial Do- main Adaptation Aakanksha Naik and Carolyn Rose [Long] ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Web- pages Colin Lockard, Prashant Shiralkar, Xin Luna Dong and Hannaneh Hajishirzi Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Information Retrieval and Text Mining-8", "links": null }, "BIBREF879": { "ref_id": "b879", "title": ":00 Session 15A Language Grounding to Vision, Robotics and Beyond-9 [Short] A negative case analysis of visual grounding methods for VQA Robik Shrestha, Kushal Kafle and Christopher Kanan [Long] Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng, Quan Guo and Parisa Kordjamshidi [Long] History for Visual Dialog: Do we really need it? Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas and Verena Rieser [Short] Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms Simeon Sch\u00fcz and Sina Zarrie\u00df [Long] Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context Shashank Srivastava", "authors": [ { "first": "Philip", "middle": [], "last": "Resnik", "suffix": "" }, { "first": "Douglas Oard ; Washington", "middle": [], "last": "Cunha", "suffix": "" }, { "first": "Christian", "middle": [], "last": "Gomes", "suffix": "" }, { "first": "Ant\u00f4nio", "middle": [], "last": "Pereira", "suffix": "" }, { "first": "Leonardo", "middle": [], "last": "Rocha", "suffix": "" }, { "first": "Marcos Goncalves ; Jiaming", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Jingbo", "middle": [], "last": "Shang", "suffix": "" }, { "first": "Jiawei", "middle": [], "last": "Han", "suffix": "" } ], "year": 2020, "venue": "Wenpeng Hu and Bing Liu [Short] Learning Robust Models for e-Commerce Product Search Thanh Nguyen", "volume": "20", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Prioritization Model for Suicidality Risk Assessment Han-Chin Shing, Philip Resnik and Douglas Oard [Long] CluHTM -Semantic Hierarchical Topic Modeling based on CluWords Felipe Viegas, Washington Cunha, Christian Gomes, Ant\u00f4nio Pereira, Leonardo Rocha and Marcos Goncalves [Long] Empower Entity Set Expansion via Language Model Probing Yunyi Zhang, Jiaming Shen, Jingbo Shang and Jiawei Han [Long] Feature Projection for Improved Text Classification Qi Qin, Wenpeng Hu and Bing Liu [Short] Learning Robust Models for e-Commerce Product Search Thanh Nguyen, Nikhil Rao and Karthik Subbian 20:00-21:00 Session 15A Language Grounding to Vision, Robotics and Beyond-9 [Short] A negative case analysis of visual grounding methods for VQA Robik Shrestha, Kushal Kafle and Christopher Kanan [Long] Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng, Quan Guo and Parisa Kordjamshidi [Long] History for Visual Dialog: Do we really need it? Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas and Verena Rieser [Short] Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms Simeon Sch\u00fcz and Sina Zarrie\u00df [Long] Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic and Christopher Meek Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF880": { "ref_id": "b880", "title": "Mapping Natural Language Instructions to Mobile UI Action", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Mapping Natural Language Instructions to Mobile UI Action Sequences Yang Li, Jiacong He, Xin Zhou, Yuan Zhang and Jason Baldridge", "links": null }, "BIBREF881": { "ref_id": "b881", "title": "Refer360 \u2022 : A Referring Expression Recognition Dataset in 360 \u2022 Images Volkan Cirik, Taylor Berg-Kirkpatrick and Louis-Philippe Morency [Long] TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Refer360 \u2022 : A Referring Expression Recognition Dataset in 360 \u2022 Images Volkan Cirik, Taylor Berg-Kirkpatrick and Louis-Philippe Morency [Long] TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei, Licheng Yu, Tamara Berg and Mohit Bansal", "links": null }, "BIBREF882": { "ref_id": "b882", "title": "Their Order Matters: On the Robustness of Grounding Visual Referring Expressions Arjun Akula", "authors": [ { "first": "Po-Yao", "middle": [], "last": "Huang", "suffix": "" }, { "first": "Junjie", "middle": [], "last": "Hu", "suffix": "" }, { "first": "Xiaojun", "middle": [], "last": "Chang", "suffix": "" }, { "first": "Alexander", "middle": [], "last": "Hauptmann", "suffix": "" } ], "year": null, "venue": "Short] Words Aren't Enough", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting Po-Yao Huang, Junjie Hu, Xiaojun Chang and Alexander Hauptmann [Short] Words Aren't Enough, Their Order Matters: On the Robustness of Ground- ing Visual Referring Expressions Arjun Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu and Siva Reddy 20:00-21:00 Session 15A Machine Translation-17", "links": null }, "BIBREF883": { "ref_id": "b883", "title": "Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation Arya D", "authors": [ { "first": "Xian", "middle": [], "last": "Mccarthy", "suffix": "" }, { "first": "Jiatao", "middle": [], "last": "Li", "suffix": "" }, { "first": "Ning", "middle": [], "last": "Gu", "suffix": "" }, { "first": "", "middle": [], "last": "Dong", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Addressing Posterior Collapse with Mutual Information for Improved Vari- ational Neural Machine Translation Arya D. McCarthy, Xian Li, Jiatao Gu and Ning Dong", "links": null }, "BIBREF884": { "ref_id": "b884", "title": "Hard-Coded Gaussian Attention for Neural Machine Translation Weiqiu You, Simeng Sun and Mohit Iyyer [Long] Learning a Multi-Domain Curriculum for Neural Machine", "authors": [ { "first": "Prashant", "middle": [], "last": "Niu", "suffix": "" }, { "first": "Georgiana", "middle": [], "last": "Mathur", "suffix": "" }, { "first": "Yaser", "middle": [], "last": "Dinu", "suffix": "" }, { "first": "", "middle": [], "last": "Al-Onaizan", "suffix": "" } ], "year": 2020, "venue": "Tagged Back-translation Revisited: Why Does It Really Work? Benjamin Marie, Raphael Rubino and Atsushi Fujita Wednesday", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Evaluating Robustness to Input Perturbations for Neural Machine Transla- tion Xing Niu, Prashant Mathur, Georgiana Dinu and Yaser Al-Onaizan [Long] Hard-Coded Gaussian Attention for Neural Machine Translation Weiqiu You, Simeng Sun and Mohit Iyyer [Long] Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell and Zarana Parekh [Short] Tagged Back-translation Revisited: Why Does It Really Work? Benjamin Marie, Raphael Rubino and Atsushi Fujita Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Semantics: Sentence Level-10", "links": null }, "BIBREF885": { "ref_id": "b885", "title": "TACL] Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models Vesna G", "authors": [ { "first": "Z", "middle": [], "last": "Li", "suffix": "" }, { "first": "Gabriel", "middle": [], "last": "Stanovsky", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Zettlemoyer", "suffix": "" }, { "first": ";", "middle": [], "last": "Djokic", "suffix": "" }, { "first": "Jean", "middle": [], "last": "Maillard", "suffix": "" }, { "first": "Luana", "middle": [], "last": "Bulat", "suffix": "" }, { "first": "Ekaterina", "middle": [], "last": "Shutova ; Shijie", "suffix": "" }, { "first": "Haoran", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Li", "suffix": "" }, { "first": "Veselin", "middle": [], "last": "Zettlemoyer", "suffix": "" }, { "first": "", "middle": [], "last": "Stoyanov", "suffix": "" } ], "year": null, "venue": "Estimating Mutual Information Between Dense Word Embeddings Vitalii Zhelezniak, Aleksandar Savkov and Nils Hammerla", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Active Learning for Coreference Resolution using Discrete Annotation Belinda Z. Li, Gabriel Stanovsky and Luke Zettlemoyer [TACL] Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models Vesna G. Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova [Long] Emerging Cross-lingual Structure in Pretrained Language Models Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer and Veselin Stoyanov [Short] Estimating Mutual Information Between Dense Word Embeddings Vitalii Zhelezniak, Aleksandar Savkov and Nils Hammerla", "links": null }, "BIBREF886": { "ref_id": "b886", "title": "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu and Graham Neubig [Long] Predicting the Focus of Negation: Model and Error Analysis Md Mosharaf Hossain", "authors": [], "year": 2020, "venue": "TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploring Unexplored Generalization Challenges for Cross-Database Se- mantic Parsing Alane Suhr, Ming-Wei Chang, Peter Shaw and Kenton Lee [Long] Good-Enough Compositional Data Augmentation Jacob Andreas [Short] Incorporating External Knowledge through Pre-training for Natural Lan- guage to Code Generation Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu and Graham Neu- big [Long] Predicting the Focus of Negation: Model and Error Analysis Md Mosharaf Hossain, Kathleen Hamilton, Alexis Palmer and Eduardo Blanco [Long] TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin, Graham Neubig, Wen-tau Yih and Sebastian Riedel [Long] Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guil- laume Wenzek, Francisco Guzm\u00e1n, Edouard Grave, Myle Ott, Luke Zettlemoyer and Veselin Stoyanov Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Semantics: Textual Inference and Other Areas of Semantics-7", "links": null }, "BIBREF887": { "ref_id": "b887", "title": "End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi, Yonatan Belinkov and James Henderson [Long] Mind the Trade-off: Debiasing NLU Models without Degrading the Indistribution Performance Prasetya Ajie Utama, Nafise Sadat Moosavi and Iryna Gurevych [Long] NILE : Natural Language Inference with Faithful Natural Language Explanations Sawan Kumar and Partha Talukdar [Long] QuASE: Question-Answer Driven Sentence Encoding Hangfeng He, Qiang Ning and Dan Roth [Long] Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou and Mohit Bansal [Short] Uncertain Natural Language Inference Tongfei Chen", "authors": [ { "first": "Alex", "middle": [], "last": "Warstadt", "suffix": "" }, { "first": "Suvrat", "middle": [], "last": "Bhooshan", "suffix": "" }, { "first": "Adina", "middle": [], "last": "Williams", "suffix": "" } ], "year": 2020, "venue": "Session 15A Student Research Workshop [SRW] Checkpoint Reranking: An Approach to Select Better Hypothesis for Neural Machine Translation Systems Vinay Pandramish and Dipti Misra Sharma", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Are Natural Language Inference Models IMPPRESsive? Learning IMPli- cature and PRESupposition Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan and Adina Williams [Long] End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi, Yonatan Belinkov and James Henderson [Long] Mind the Trade-off: Debiasing NLU Models without Degrading the In- distribution Performance Prasetya Ajie Utama, Nafise Sadat Moosavi and Iryna Gurevych [Long] NILE : Natural Language Inference with Faithful Natural Language Expla- nations Sawan Kumar and Partha Talukdar [Long] QuASE: Question-Answer Driven Sentence Encoding Hangfeng He, Qiang Ning and Dan Roth [Long] Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou and Mohit Bansal [Short] Uncertain Natural Language Inference Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi and Benjamin Van Durme Wednesday, July 8, 2020 UTC+0 (continued) 20:00-21:00 Session 15A Student Research Workshop [SRW] Checkpoint Reranking: An Approach to Select Better Hypothesis for Neural Machine Translation Systems Vinay Pandramish and Dipti Misra Sharma", "links": null }, "BIBREF888": { "ref_id": "b888", "title": "Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan and Nanyun Peng [Long] Structural Information Preserving for Graph-to-Text Generation Linfeng Song", "authors": [ { "first": "Minjie", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Andy", "middle": [], "last": "Almonte", "suffix": "" }, { "first": "Igor", "middle": [], "last": "Malioutov", "suffix": "" }, { "first": "Guim", "middle": [], "last": "Perarnau ; Ante", "suffix": "" }, { "first": "Jinsong", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Yue", "middle": [], "last": "Su", "suffix": "" }, { "first": "Kun", "middle": [], "last": "Zhang", "suffix": "" }, { "first": "Yubin", "middle": [], "last": "Xu", "suffix": "" }, { "first": "Dong", "middle": [ "Yu" ], "last": "Ge", "suffix": "" }, { "first": "", "middle": [], "last": "Wednesday", "suffix": "" } ], "year": 2020, "venue": "30 Demo Session 5B [Demo] NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg Joshua Bambrick", "volume": "20", "issue": "", "pages": "45--66", "other_ids": {}, "num": null, "urls": [], "raw_text": "Story-level Text Style Transfer: A Proposal Yusu Qian [SRW] Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrich- ment Alex Luu and Sophia A. Malamud [SRW] Compositional Generalization by Factorizing Alignment and Translation Jacob Russin, Jason Jo, Randall O'Reilly and Yoshua Bengio 20:45-21:30 Demo Session 5B [Demo] NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau, Vit- torio Selo and Iat Chong Chan [Demo] LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves and Xiang Ren 21:00-22:00 Session 15B Generation-15 [Long] ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher and Dragomir Radev [Long] Logical Natural Language Generation from Open-Domain Tables Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen and William Yang Wang [Long] R\u02c63: Reverse, Retrieve, and Rank for Sarcasm Generation with Common- sense Knowledge Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan and Nanyun Peng [Long] Structural Information Preserving for Graph-to-Text Generation Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge and Dong Yu Wednesday, July 8, 2020 UTC+0 (continued) [Short] Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito, David Grangier, Douglas Eck and Chris Callison-Burch 21:00-22:00 Session 15B Information Extraction-12", "links": null }, "BIBREF889": { "ref_id": "b889", "title": "Exploiting the Syntax-Model Consistency for Neural Relation Extraction Amir Pouran Ben Veyseh, Franck Dernoncourt", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Exploiting the Syntax-Model Consistency for Neural Relation Extraction Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou and Thien Huu Nguyen", "links": null }, "BIBREF890": { "ref_id": "b890", "title": "From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar and Thamar Solorio [Long] Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen, Yunmo Chen and Benjamin Van Durme [Long] Machine Reading of Historical Events Or Honovich", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "From English to Code-Switching: Transfer Learning with Strong Morpho- logical Clues Gustavo Aguilar and Thamar Solorio [Long] Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen, Yunmo Chen and Benjamin Van Durme [Long] Machine Reading of Historical Events Or Honovich, Lucas Torroba Hennigen, Omri Abend and Shay B. Cohen", "links": null }, "BIBREF891": { "ref_id": "b891", "title": "Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference Jing", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference Jing Wang, Mayank Kulkarni and Daniel Preotiuc-Pietro", "links": null }, "BIBREF892": { "ref_id": "b892", "title": "SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi and Iz Beltagy [Short] Soft Gazetteers for Low-Resource Named Entity Recognition Shruti Rijhwani, Shuyan Zhou, Graham Neubig and Jaime Carbonell [Long] Sources of Transfer in Multilingual Named Entity Recognition David Mueller", "authors": [ { "first": "Jennifer", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Simon", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Huan", "middle": [], "last": "Lin", "suffix": "" }, { "first": "Sandeep", "middle": [], "last": "Sun ; Navneet Potti", "suffix": "" }, { "first": "James", "middle": [ "Bradley" ], "last": "Tata", "suffix": "" }, { "first": "Qi", "middle": [], "last": "Wendt", "suffix": "" }, { "first": "Marc", "middle": [], "last": "Zhao", "suffix": "" }, { "first": "", "middle": [], "last": "Najork", "suffix": "" } ], "year": 2020, "venue": "Rationalizing Medical Relation Prediction from Corpus-level Statistics Zhen", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Rationalizing Medical Relation Prediction from Corpus-level Statistics Zhen Wang, Jennifer Lee, Simon Lin and Huan Sun [Long] Representation Learning for Information Extraction from Form-like Docu- ments Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao and Marc Najork [Long] SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi and Iz Beltagy [Short] Soft Gazetteers for Low-Resource Named Entity Recognition Shruti Rijhwani, Shuyan Zhou, Graham Neubig and Jaime Carbonell [Long] Sources of Transfer in Multilingual Named Entity Recognition David Mueller, Nicholas Andrews and Mark Dredze Wednesday, July 8, 2020 UTC+0 (continued)", "links": null }, "BIBREF893": { "ref_id": "b893", "title": "TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis", "authors": [ { "first": "Xin Luna Dong ; Dong-Ho", "middle": [], "last": "Ma", "suffix": "" }, { "first": "Ming", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Ryan", "middle": [], "last": "Shen", "suffix": "" }, { "first": "Xiao", "middle": [], "last": "Moreno", "suffix": "" }, { "first": "", "middle": [], "last": "Huang", "suffix": "" } ], "year": null, "venue": "", "volume": "21", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis, Jun Ma and Xin Luna Dong [Short] TriggerNER: Learning with Entity Triggers as Explanations for Named En- tity Recognition Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar and Xiang Ren 21:00-22:00 Session 15B Machine Translation-18", "links": null }, "BIBREF894": { "ref_id": "b894", "title": "Balancing Training for Multilingual Neural Machine Translation Xinyi Wang, Yulia Tsvetkov and Graham Neubig [Long] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing Hanrui Wang", "authors": [ { "first": "Zhanghao", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Zhijian", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Han", "middle": [], "last": "Cai", "suffix": "" }, { "first": "Ligeng", "middle": [], "last": "Zhu", "suffix": "" }, { "first": "Chuang", "middle": [], "last": "Gan", "suffix": "" }, { "first": "Song", "middle": [], "last": "Han", "suffix": "" } ], "year": null, "venue": "Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang, Ajay Nagesh and", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Balancing Training for Multilingual Neural Machine Translation Xinyi Wang, Yulia Tsvetkov and Graham Neubig [Long] HAT: Hardware-Aware Transformers for Efficient Natural Language Pro- cessing Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan and Song Han [Long] Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang, Ajay Nagesh and Kevin Knight", "links": null }, "BIBREF895": { "ref_id": "b895", "title": "Regularized Context Gates on Transformer for Machine Translation Xintong", "authors": [ { "first": "Lemao", "middle": [], "last": "Li", "suffix": "" }, { "first": "Rui", "middle": [], "last": "Liu", "suffix": "" }, { "first": "Guoping", "middle": [], "last": "Wang", "suffix": "" }, { "first": "Max", "middle": [], "last": "Huang", "suffix": "" }, { "first": "", "middle": [], "last": "Meng", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Regularized Context Gates on Transformer for Machine Translation Xintong Li, Lemao Liu, Rui Wang, Guoping Huang and Max Meng [Long] Translationese as a Language in \"Multilingual\" NMT Parker Riley, Isaac Caswell, Markus Freitag and David Grangier Wednesday, July 8, 2020 UTC+0 (continued) 21:00-22:00 Session 15B NLP Applications-12", "links": null }, "BIBREF896": { "ref_id": "b896", "title": "Prakash Ishwar, Margrit Betke and Derry Tanti Wijaya [Long] Predicting Performance for Natural Language Processing Tasks Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang and Graham Neubig [Long] ScriptWriter: Narrative-Guided Script Generation Yutao Zhu", "authors": [ { "first": "Lingfei", "middle": [], "last": "Multi-Perspective Architecture For Semantic Code Search Rajarshi Haldar", "suffix": "" }, { "first": "Jinjun", "middle": [], "last": "Wu", "suffix": "" }, { "first": "Julia", "middle": [], "last": "Xiong", "suffix": "" }, { "first": "", "middle": [], "last": "Hockenmaier ; Tuhin", "suffix": "" }, { "first": "Tariq", "middle": [], "last": "Chakrabarty", "suffix": "" }, { "first": "Siddharth", "middle": [], "last": "Alhindi", "suffix": "" }, { "first": "Kriste", "middle": [], "last": "Varia", "suffix": "" }, { "first": "Mona", "middle": [], "last": "Krstovski", "suffix": "" }, { "first": "Smaranda", "middle": [], "last": "Diab", "suffix": "" }, { "first": "Nie", "middle": [], "last": "Muresan ; Jian-Yun", "suffix": "" }, { "first": "Jin", "middle": [], "last": "Zhou", "suffix": "" } ], "year": 2020, "venue": "Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring Haoran Zhang and Diane Litman [Short] Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar, Lingfei Wu, JinJun Xiong and Julia Hockenmaier [Short] Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring Haoran Zhang and Diane Litman [Short] Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher, Andriy Mulyar and Mark Dredze [Long] DeSePtion: Dual Sequence Prediction and Adversarial Examples for Im- proved Fact-Checking Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona Diab and Smaranda Muresan [Short] Let Me Choose: From Verbal Context to Font Selection Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka and Thamar Solorio [TACL] Machine Learning Driven Language Assessment Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair [Long] Multi-Label and Multilingual News Framing Analysis Afra Feyza Aky\u00fcrek, Lei Guo, Randa Elanwar, Prakash Ishwar, Margrit Betke and Derry Tanti Wijaya [Long] Predicting Performance for Natural Language Processing Tasks Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang and Graham Neubig [Long] ScriptWriter: Narrative-Guided Script Generation Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou [Long] Should All Cross-Lingual Embeddings Speak English? Antonios Anastasopoulos and Graham Neubig [Short] Smart To-Do: Automatic Generation of To-Do Items from Emails Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah and Ryen White Wednesday, July 8, 2020 UTC+0 (continued) 21:00-22:00 Session 15B Phonology, Morphology and Word Segmentation-7", "links": null }, "BIBREF897": { "ref_id": "b897", "title": "Improving Chinese Word Segmentation with Wordhood Memory Networks Yuanhe Tian", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Improving Chinese Word Segmentation with Wordhood Memory Networks Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang and Yonggang Wang", "links": null }, "BIBREF898": { "ref_id": "b898", "title": "Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge Yuanhe Tian", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang and Yong- gang Wang", "links": null }, "BIBREF899": { "ref_id": "b899", "title": "Phonetic and Visual Priors for Decipherment of Informal Romanization Maria Ryskina", "authors": [ { "first": "R", "middle": [], "last": "Matthew", "suffix": "" }, { "first": "Taylor", "middle": [], "last": "Gormley", "suffix": "" }, { "first": "", "middle": [], "last": "Berg-Kirkpatrick", "suffix": "" } ], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Mor- phological Tagging Nasser Zalmout and Nizar Habash [Long] Phonetic and Visual Priors for Decipherment of Informal Romanization Maria Ryskina, Matthew R. Gormley and Taylor Berg-Kirkpatrick [Long] Unsupervised Morphological Paradigm Completion Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya McCarthy and Katharina Kann Wednesday, July 8, 2020 UTC+0 (continued) 21:00-22:00 Session 15B Semantics: Sentence Level-11", "links": null }, "BIBREF900": { "ref_id": "b900", "title": "Beyond Possession Existence: Duration and Co-Possession Dhivya Chinnappa, Srikala Murugan and Eduardo Blanco [Short] Controlled Crowdsourcing for High-Quality QA-SRL Annotation Paul Roit", "authors": [ { "first": "Ayal", "middle": [], "last": "Klein", "suffix": "" }, { "first": "Daniela", "middle": [], "last": "Stepanov", "suffix": "" }, { "first": "Jonathan", "middle": [], "last": "Mamou", "suffix": "" }, { "first": "Julian", "middle": [], "last": "Michael", "suffix": "" }, { "first": "Gabriel", "middle": [], "last": "Stanovsky", "suffix": "" }, { "first": "Luke", "middle": [], "last": "Zettlemoyer", "suffix": "" }, { "first": "Ido", "middle": [], "last": "Dagan", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Beyond Possession Existence: Duration and Co-Possession Dhivya Chinnappa, Srikala Murugan and Eduardo Blanco [Short] Controlled Crowdsourcing for High-Quality QA-SRL Annotation Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, Gabriel Stanovsky, Luke Zettlemoyer and Ido Dagan", "links": null }, "BIBREF901": { "ref_id": "b901", "title": "Adapt Language Models to Domains and Tasks Suchin Gururangan", "authors": [ { "first": "Swabha", "middle": [], "last": "Don't Stop Pretraining ; Ana Marasovi\u0107", "suffix": "" }, { "first": "Kyle", "middle": [], "last": "Swayamdipta", "suffix": "" }, { "first": "Iz", "middle": [], "last": "Lo", "suffix": "" }, { "first": "Doug", "middle": [], "last": "Beltagy", "suffix": "" }, { "first": "Noah", "middle": [ "A" ], "last": "Downey", "suffix": "" }, { "first": "", "middle": [], "last": "Smith", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan, Ana Marasovi\u0107, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey and Noah A. Smith [Long] Structured Tuning for Semantic Role Labeling Tao Li, Parth Anand Jawale, Martha Palmer and Vivek Srikumar", "links": null }, "BIBREF902": { "ref_id": "b902", "title": "00 Session 15B Syntax: Tagging, Chunking and Parsing", "authors": [], "year": null, "venue": "", "volume": "21", "issue": "", "pages": "0--22", "other_ids": {}, "num": null, "urls": [], "raw_text": "Universal Decompositional Semantic Parsing Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang and Benjamin Van Durme 21:00-22:00 Session 15B Syntax: Tagging, Chunking and Parsing-6", "links": null }, "BIBREF903": { "ref_id": "b903", "title": "Roi Reichart [Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches Tianze Shi and Lillian Lee [Short] Revisiting Higher-Order Dependency Parsers Erick Fonseca and Andr\u00e9 F. T. Martins [Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling Luoxin Chen", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Deep Contextualized Self-training for Low Resource Dependency Parsing Guy Rotman, Roi Reichart [Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tag- ging, and Joint Modeling Approaches Tianze Shi and Lillian Lee [Short] Revisiting Higher-Order Dependency Parsers Erick Fonseca and Andr\u00e9 F. T. Martins [Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Label- ing Luoxin Chen, Weitong Ruan, Xinyue Liu and Jianhua Lu", "links": null }, "BIBREF904": { "ref_id": "b904", "title": "Treebank Embedding Vectors for Out-of-domain Dependency Parsing", "authors": [], "year": 2020, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Treebank Embedding Vectors for Out-of-domain Dependency Parsing Joachim Wagner, James Barry and Jennifer Foster Wednesday, July 8, 2020 UTC+0 (continued) 21:00-22:00 Session 15B Theme-6", "links": null }, "BIBREF905": { "ref_id": "b905", "title": "Automated Evaluation of Writing -50 Years and Counting Beata Beigman Klebanov and Nitin Madnani [Short] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner and Hinrich Sch\u00fctze [Short] On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann and Desmond Elliott", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Automated Evaluation of Writing -50 Years and Counting Beata Beigman Klebanov and Nitin Madnani [Short] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner and Hinrich Sch\u00fctze [Short] On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann and Desmond Elliott [Short] Returning the N to NLP: Towards Contextually Personalized Classification Models Lucie Flek", "links": null }, "BIBREF906": { "ref_id": "b906", "title": "To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying Markus G\u00e4rtner and Kerstin Jung [Long] To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz", "authors": [], "year": 2020, "venue": "Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations Saif M. Mohammad Wednesday", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson [Long] To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying Markus G\u00e4rtner and Kerstin Jung [Long] To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz, Greg Burnham, Akash Bharadwaj, Owen Rambow, Jennifer Chu- Carroll and Dave Ferrucci [Long] Gender Gap in Natural Language Processing Research: Disparities in Au- thorship and Citations Saif M. Mohammad Wednesday, July 8, 2020 UTC+0 (continued) 21:00-22:00 Session 15B Student Research Workshop", "links": null }, "BIBREF907": { "ref_id": "b907", "title": "Crossing the Line: Where do Demographic Variables Fit into Humor Detection? J. A. Meaney [SRW] Effectively Aligning and Filtering Parallel Corpora under Sparse Data Conditions Stein\u00fe\u00f3r Steingr\u00edmsson, Hrafn Loftsson and Andy Way [SRW] Exploring the Role of Context to Distinguish Rhetorical and Information-Seeking Questions Yuan Zhuang and Ellen Riloff 21:30-22:15 Demo Session 5C [Demo] What's The Latest? A Question-driven News", "authors": [], "year": null, "venue": "#NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media Ashima Suvarna and Grusha Bhalla", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "#NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media Ashima Suvarna and Grusha Bhalla [SRW] Crossing the Line: Where do Demographic Variables Fit into Humor Detec- tion? J. A. Meaney [SRW] Effectively Aligning and Filtering Parallel Corpora under Sparse Data Con- ditions Stein\u00fe\u00f3r Steingr\u00edmsson, Hrafn Loftsson and Andy Way [SRW] Exploring the Role of Context to Distinguish Rhetorical and Information- Seeking Questions Yuan Zhuang and Ellen Riloff 21:30-22:15 Demo Session 5C [Demo] What's The Latest? A Question-driven News Chatbot Philippe Laban, John Canny and Marti A. Hearst [Demo] Torch-Struct: Deep Structured Prediction Library Alexander Rush", "links": null } }, "ref_entries": { "TABREF0": { "type_str": "table", "text": "Semantic Scaffolds for Pseudocode-to-Code Generation Ruiqi Zhong, Mitchell Stern and Dan Klein . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction Samuel Broscheit, Kiril Gashteovski, Yanjie Wang and Rainer Gemulla . . . . . . . . . . . . . . . . . . . .", "content": "", "num": null, "html": null }, "TABREF1": { "type_str": "table", "text": "Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu, Genta Indra Winata, Peng Xu and Pascale Fung [Short] Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao, Divesh Lala and Tatsuya Kawahara [Short] Dialogue State Tracking with Explicit Slot Connection Modeling Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang and Jiajun CHEN Monday, July 6, 2020 UTC+0 (continued) [Long] Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Yefei Zha, Ruobing Li and Hui Lin [Short] Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun and Xiaodan Zhu Politeness Transfer: A Tag and Generate Approach Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black and Shrimai Prabhumoye Relational Memory-based Embedding Model for Triple Classification and Search Personalization Dai Quoc Nguyen, Tu Nguyen and Dinh Phung [Short] Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods Ning Miao, Yuxuan Song, Hao Zhou and Lei Li [Short] Enhancing Pre-trained Chinese Character Representation with Wordaligned Attention Yanzeng Li, Bowen Yu, Xue Mengge and Tingwen Liu [Long] Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks Fynn Schr\u00f6der and Chris Biemann [Long] Tchebycheff Procedure for Multi-task Text Classification Yuren Mao, Shuang Yun, Weiwei Liu and Bo Du Tuesday, July 7, 2020 UTC+0 (continued) 09:00-10:00 Session 7B Machine Translation-10 [Long] A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction Shuo Ren, Shujie Liu, Ming Zhou and Shuai Ma [Long] A Reinforced Generation of Adversarial Examples for Neural Machine Translation wei zou, Shujian Huang, Jun Xie, Xinyu Dai and Jiajun CHEN [Short] A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou and Shuai Ma [Short] A Simple and Effective Unified Encoder for Document-Level Machine Translation Shuming Ma, Dongdong Zhang and Ming Zhou [Short] Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu and changliang li [Long] Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao [Long] Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation Qiu Ran, Yankai Lin, Peng Li and Jie Zhou [Short] Lexically Constrained Neural Machine Translation with Levenshtein Transformer Raymond Hendy Susanto, Shamil Chollampatt and Liling Tan [Short] Modeling Word Formation in English-German Neural Machine Translation Marion Weller-Di Marco and Alexander Fraser", "content": "
Monday, July 6, 2020 UTC+0 (continued) Monday, July 6, 2020 UTC+0 (continued) Monday, July 6, 2020 UTC+0 (continued) Monday, July 6, 2020 UTC+0 (continued) Monday, July 6, 2020 UTC+0 (continued) Tuesday, July 7, 2020 UTC+0 (continued) Tuesday, July 7, 2020 UTC+0 (continued) Tuesday, July 7, 2020 UTC+0 (continued) Tuesday, July 7, 2020 UTC+0 (continued) Tuesday, July 7, 2020 UTC+0 (continued)
06:00-07:00 Session 1B Resources and Evaluation-1 [Short] A Diverse Corpus for Evaluating and Developing English Math Word Prob-lem Solvers Shen-yun Miao, Chao-Chun Liang and Keh-Yih Su 08:00-09:00 Session 2A Student Research Workshop [SRW] Topic Balancing with Additive Regularization of Topic Models Eugeniia Veselova and Konstantin Vorontsov [SRW] Combining Subword Representations into Word-level Representations in the [Short] Parallel Sentence Mining by Constrained Decoding Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield and Faheem Kirefu 17:00-18:00 Session 4A Cognitive Modeling and Psycholinguistics-4 [Long] A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type 05:00-06:00 Session 6A Machine Translation-7 [Long] A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine 05:00-06:00 Session 6A Student Research Workshop [SRW] uBLEU: Uncertainty-Aware Automatic Evaluation Method for Open-[Short] SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye, Chengyue Gong and Qiang Liu 06:00-07:00 Session 6B Student Research Workshop [SRW] Embeddings of Label Components for Sequence Labeling: A Case Study of [Long] Probing for Referential Information in Language Models Ionut-Teodor Sorodoc, Kristina Gulordava and Gemma Boleda [Short] Quantifying Attention Flow in Transformers [Long] [Short] Reverse Engineering Configurations of Neural Text Generation Models Translation Domain Dialogue Systems Fine-grained Named Entity Recognition Samira Abnar and Willem Zuidema 13:00-14:00 Session 3B Phonology, Morphology and Word Segmentation-2 [Long] A Graph Auto-encoder Model of Derivational Morphology Trevor Cohen and Serguei Pakhomov Yi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler and Andrew Tomkins Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou and Jiebo Luo Tsuta Yuma, Naoki Yoshinaga and Masashi Toyoda Takuma Kato, Kaori Abe, Hiroki Ouchi, Shumpei Miyawaki, Jun Suzuki and Ken-06:00-07:00 Session 6B Machine Translation-8 taro Inui [Short] Towards Faithfully Interpretable NLP Systems: How Should We Define and
[Long] Improving Image Captioning Evaluation by Considering Inter References Transformer Architecture Valentin Hofmann, Hinrich Sch\u00fctze and Janet Pierrehumbert [Long] Inflecting When There's No Majority: Limitations of Encoder-Decoder Neu-[SRW] To compress or not to compress? A Finite-State approach to Nen verbal [Long] A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Evaluate Faithfulness? Monday, July 6, 2020 UTC+0 05:00-05:45 Demo Session 1A [Demo] Xiaomingbot: A Multilingual Robot News Reporter Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang and Lei Li 05:00-06:00 Session 1A Cognitive Modeling and Psycholinguistics-1 [TACL] How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context Jey Han Lau, Carlos Santos Armendariz, Matthew Purver, Chang Shu, Shalom Lap-pin [Short] Learning to Understand Child-directed and Adult-directed Speech Lieke Gelderloos, Grzegorz Chrupa\u0142a and Afra Alishahi [Long] Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts Alex Rinaldi, Jean Fox Tree and Snigdha Chaturvedi 05:00-06:00 Session 1A Dialogue and Interactive Systems-1 Background Knowledge Keqing He, Yuanmeng Yan and Weiran XU Variance Yanzhi Yi, Hangyu Deng and Jinglu Hu [Long] Revisiting the Context Window for Cross-lingual Word Embeddings Ryokan Ri and Yoshimasa Tsuruoka 06:00-07:00 Session 1B Semantics: Lexical-1 Noe Casas, Marta R. Costa-juss\u00e0 and Jos\u00e9 A. R. Fonollosa [SRW] Zero-shot North Korean to English Neural Machine Translation by Charac-ter Tokenization and Phoneme Decomposition Hwichan Kim, Tosho Hirasawa and Mamoru Komachi [SRW] Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling Felix Hamborg [Demo] Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation Federico Scozzafava, Marco Maru, Fabrizio Brignone, Giovanni Torrisi and Roberto Navigli 09:00-10:00 Session 2B Cognitive Modeling and Psycholinguistics-2 [TACL] How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context Jey Han Lau, Carlos Santos Armendariz, Matthew Purver, Chang Shu, Shalom Lap-pin [Long] Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts Alex Rinaldi, Jean Fox Tree and Snigdha Chaturvedi 13:00-14:00 Session 3B Summarization-2 [Short] A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover and Georgiana Ifrim [Short] SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao, Wei Zhao and Steffen Eger ral Networks as Cognitive Models for German Plurals Kate McCurdy, Sharon Goldwater and Adam Lopez [Long] Probing Linguistic Systematicity Emily Goodwin, Koustuv Sinha and Timothy J. O'Donnell [Short] Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models Maarten Sap, Eric horvitz, Yejin Choi, Noah A. Smith and James Pennebaker [Long] Speakers enhance contextually confusable words Eric Meinhardt, Eric Bakovic and Leon Bergen [Long] What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks Richard Futrell, William Dyer and Greg Scontras [Short] You Don't Have Time to Read This: An Exploration of Document Reading Time Prediction Orion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell and Kevin Seppi [Short] Simple and Effective Retrieve-Edit-Rerank Text Generation Nabil Hossain, Marjan Ghazvininejad and Luke Zettlemoyer 20:00-21:00 Session 5A Information Retrieval and Text Mining-5 [Long] Contextualized Weak Supervision for Text Classification Dheeraj Mekala and Jingbo Shang Abhyuday Jagannatha and hong yu [Long] Active Imitation Learning with Noisy Guidance Kiant\u00e9 Brantley, Hal Daum\u00e9 III and Amr Sharaf [Short] ExpBERT: Representation Engineering with Natural Language Explana-tions Shikhar Murty, Pang Wei Koh and Percy Liang [Short] GAN-BERT: Generative Adversarial Learning for Robust Text Classifica-tion with a Bunch of Labeled Examples Danilo Croce, Giuseppe Castellucci and Roberto Basili [Long] Generalizing Natural Language Analysis through Span-relation Represen-tations Zhengbao Jiang, Wei Xu, Jun Araki and Graham Neubig [Short] A Relaxed Matching Procedure for Unsupervised BLI Xu Zhao, Zihao Wang, Yong Zhang and Hao Wu [Long] Dynamic Programming Encoding for Subword Segmentation in Neural Ma-chine Translation Xuanli He, Gholamreza Haffari and Mohammad Norouzi [Short] Geometry-aware domain adaptation for unsupervised alignment of word embeddings Qiu Ran, Yankai Lin, Peng Li and Jie Zhou [Long] On the Inference Calibration of Neural Machine Translation Shuo Wang, Zhaopeng Tu, Shuming Shi and Yang Liu [CL] Unsupervised Word Translation with Adversarial Autoencoder Tasnim Mohiuddin, Shafiq Joty morphology Saliha Muradoglu, Nicholas Evans and Hanna Suominen [SRW] AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif, Shunsuke Kitada and Hitoshi Iyatomi [SRW] Self-Attention is Not Only a Weight: Analyzing BERT with Vector Norms Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi and Kentaro Inui [Demo] CLIReval: Evaluating Machine Translation as a Cross-Lingual Informa-tion Retrieval Task Shuo Sun, Suzanna Sia and Kevin Duh 06:00-07:00 Session 6B Computational Social Science and Social Media-4 [Long] Dynamic Online Conversation Recommendation Xingshan Zeng, Jing Li, Lu Wang, Zhiming Mao and Kam-Fai Wong [Long] Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer Jianfei Yu, Jing Jiang, Li Yang and Rui Xia [Long] Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization Induction Shuo Ren, Shujie Liu, Ming Zhou and Shuai Ma [Long] A Reinforced Generation of Adversarial Examples for Neural Machine Translation wei zou, Shujian Huang, Jun Xie, Xinyu Dai and Jiajun CHEN [Short] A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation Shuming Ma, Dongdong Zhang and Ming Zhou [Short] Does Multi-Encoder Help? A Case Study on Context-Aware Neural Ma-chine Translation Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu and changliang li [Short] Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Di-rection Change Hongfei Xu, Josef van Genabith, Deyi Xiong and Qiuhui Liu [Long] Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao [SRW] Building a Japanese Typo Dataset from Wikipedia's Revision History Yu Tanaka, Yugo Murawaki, Daisuke Kawahara and Sadao Kurohashi [SRW] Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation Hiroaki Funayama, Shota Sasaki, Yuichiroh Matsubayashi, Tomoya Mizumoto, Jun Suzuki, Masato Mita and Kentaro Inui Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu and Minlie Huang 08:00-08:45 Demo Session 2A [Demo] OpusFilter: A Configurable Parallel Corpus Filtering Toolbox Mikko Aulamo, Sami Virpioja and J\u00f6rg Tiedemann 08:00-09:00 Session 7A Computational Social Science and Social Media-5 [Long] Dynamic Online Conversation Recommendation Xingshan Zeng, Jing Li, Lu Wang, Zhiming Mao and Kam-Fai Wong [Short] Neural Temporal Opinion Modelling for Opinion Prediction on Twitter Alon Jacovi and Yoav Goldberg [Long] Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan and Balaraman Ravindran 09:00-10:00 Session 7B Machine Learning for NLP-8 [Short] Coach: A [Short] Learning to Tag OOV Tokens by Integrating Contextual Representation and 08:45-09:30 Demo Session 2B [Long] Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment Forrest Davis and Marten van Schijndel [Long] Calibrating Structured Output Predictors for Natural Language Processing [Long] Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation Translation nosing Dialogue Systems 05:45-06:30 Demo Session 1B [Short] A Simple and Effective Unified Encoder for Document-Level Machine [Demo] ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diag-20:00-21:00 Session 5A Machine Learning for NLP-3 Pratik Jawanpuria, Mayank Meghwanshi and Bamdev Mishra Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou and Shuai Ma 06:30-07:15 Demo Session 1C [Short] A
Xin Du and Kumiko Tanaka-Ishii [Short] Lexically Constrained Neural Machine Translation with Levenshtein Trans-Lixing Zhu, Yulan He and Deyu Zhou
[Long] Screenplay Summarization Using Latent Narrative Structure [Long] Learning to Contextually Aggregate Multi-Source Supervision for Sequence former
Pinelopi Papalampidi, Frank Keller, Lea Frermann and Mirella Lapata Labeling [Long] What Was Written vs. Who Read It: News Media Profiling Using Text Anal-Raymond Hendy Susanto, Shamil Chollampatt and Liling Tan [Long] Stock Embeddings Acquired from News Articles and Price History, and an
Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren ysis and Social Media Context Application to Portfolio Optimization
Ramy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed [Short] On Exposure Bias, Hallucination and Domain Shift in Neural Machine Xin Du and Kumiko Tanaka-Ishii
Ali, James Glass and Preslav Nakov Translation
Chaojun Wang and Rico Sennrich [Long] What Was Written vs. Who Read It: News Media Profiling Using Text Anal-
ysis and Social Media Context
Ramy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed
Ali, James Glass and Preslav Nakov
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