SlowGuess/NAACL_2021_OCR huggingface dataset:
An Empirical Comparison of Instance Attribution Methods for NLP Pouya Pezeshkpour, Sarthak Jain, Byron Wallace and Sameer Singh
Generalization in Instruction Following Systems  
Soham Dan, Michael Zhou and Dan Roth
[CL2] Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve  
Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova
11:40-13:00 3D: Language Grounding to Vision, Robotics and Beyond
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang and Jingjing Liu
Candace Ross, Boris Katz and Andrei Barbu
Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria and Louis-Philippe Morency
Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James Landay and Monica Lam
Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein and trevor darrell
Jialu Li, Hao Tan and Mohit Bansal
11:40-13:00 3E: Machine Learning for NLP: Classification and Structured Prediction Models
Hui Liu, Danqing Zhang, Bing Yin and Xiaodan Zhu
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao and Chao Zhang
Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu and Jianfeng Gao
Wenzheng Zhang and Karl Stratos
Wenjie Wang, Pengfei Tang, Jian Lou and Li Xiong
Shikhar Murty, Tatsunori Hashimoto and Christopher Manning
16:00-17:00 Keynote
17:00- 18:20 4A: Machine Translation
Xavier Garcia, Aditya Siddhant, Orhan First and Ankur Parikh
Thamme Gowda, Weiqiu You, Constantine Lignos and Jonathan May
Sweta Agrawal, George Foster, Markus Freitag and Colin Cherry
Vikas Raunak, Arul Menezes and Marcin Junczys-Dowmunt
Xavier Garcia, Noah Constant, Ankur Parikh and Orhan Firat
Yue Wang, Cuong Hoang and Marcello Federico
[TACL4] Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings
Phillip Keung, Julian Salazar, Yichao Lu, Noah A. Smith
17:00- 18:20 4B: Question Answering
Self-Supervised Test-Time Learning for Reading Comprehension
Pratyay Banerjee, Tejas Gokhale and Chitta Baral
Michael Glass, Mustafa Canim, Alfio Gliozzo, Saneem Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj and Nicolas Rodolfo Fauceglia
Explainable Multi-hop Verbal Reasoning Through Internal Monologue Zhengzhong Liang, Steven Bethard and Mihai Surdeanu
Robust Question Answering Through Sub-part Alignment  
Jifan Chen and Greg Durrett
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models  
Tushar Khot, Daniel Khashabi, Kyle Richardson, Peter Clark and Ashish Sabharwal
RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering  
Srinivasan Iyer, Sewon Min, Yashar Mehdad and Wen-tau Yih
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering  
Shayne Longpre, Yi Lu and Chris DuBois
17:00-18:20 4C: Sentence-level Semantics and Textual Inference
Understanding by Understanding Not: Modeling Negation in Language Models  
Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R Devon Hjelm, Alessandro Sordoni and Aaron Courville
DuORAT: Towards Simpler Text-to-SQL Models
Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries and Chris Pal
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine Li, Pavan Kapanipathi and Kartik Talamadupula
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun and Matthew Richardson
Congying Xia, Wenpeng Yin, Yihao Feng and Philip Yu
Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal and Dan Roth
James Y. Huang, Kuan-Hao Huang and Kai-Wei Chang
1xiv
17:00-18:20 4D: Summarization
Jiaao Chen and Diyi Yang
Kaiqiang Song, Bingqing Wang, Zhe Feng and Fei Liu
Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang and Nancy X. R. Wang
Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji and Lu Wang
Yixin Liu, Zi-Yi Dou and Pengfei Liu
17:00-18:20 4E: Syntax: Tagging, Chunking, and Parsing
Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang and Pengfei Liu
Yangming Li, Lemao Liu and Kaisheng Yao
Songlin Yang, Yanpeng Zhao and Kewei Tu
Tao Meng, Anjie Fang, Oleg Rokhlenko and Shervin Malmasi
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu and Jiebo Luo
[CL3] Universal Dependencies
Marie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, Daniel Zeman
18:20-19:40 5A: Dialogue and Interactive Systems
ChaeHun Park, Eugene Jang, Wonsuk Yang and Jong Park
Byeongchang Kim, Hyunwoo Kim, Seokhee Hong and Gunhee Kim
Janghoon Han, Taesuk Hong, Byoungjae Kim, Youngjoong Ko and Jungyun Seo
Hsuan Su, Jiun-Hao Jhan, Fan-yun Sun, Saurav Sahay and Hung-yi Lee
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho and Claire Cardie
18:20-19:40 5B: Discourse and Pragmatics
Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network  
Fan Jiang and Trevor Cohn
Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition  
Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian and Jie Zhou
Improving Neural RST Parsing Model with Silver Agreement Subtrees  
Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura and Masaaki Nagata
RST Parsing from Scratch  
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty and Xiaoli Li
Did they answer? Subjective acts and intents in conversational discourse
Elisa Ferracane, Greg Durrett, Junyi Jessy Li and Katrin Erk
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance  
Sopan Khosla, James Fiacco and Carolyn Rosé
Bridging Resolution: Making Sense of the State of the Art  
Hideo Kobayashi and Vincent Ng
18:20-19:40 5C: Machine Learning for NLP: Language Modeling and Sequence to Sequence Models
Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy and Aaron Courville
Samuel Kiegeland and Julia Kreutzer
Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao and Rui Yan
Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang and Xuanjing Huang
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang and Dongyan Zhao
18:20-19:40 5D: Lexical Semantics
Ian Porada, Kaheer Suleman, Adam Trischler and Jackie Chi Kit Cheung
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen Chen and Alexander Wong
Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang and Xiang Wan
Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee and Jongwuk Lee
Howard Chen, Mengzhou Xia and Danqi Chen
18:20-19:40 5E: Sentiment Analysis and Stylistic Analysis
Karen Martins, Pedro O.S Vaz-de-Melo and Rodrygo Santos
Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si and Min Zhang
Yuhao Feng, Yanghui Rao, Yuyao Tang, Ninghua Wang and He Liu
Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu and Xipeng Qiu
Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan and Roger Zimmermann
Yingjie Li and Cornelia Caragea
19:40-21:00 6A: Speech
End-to-end ASR to jointly predict transcriptions and linguistic annotations  
Motoi Omachi, Yuya Fujita, Shinji Watanabe and Matthew Wiesner
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation  
Hirofumi Inaguma, Tatsuya Kawahara and Shinji Watanabe
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks  
Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze and Shinji Watanabe
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding Yu-An Chung, Chenguang Zhu and Michael Zeng
Worldly Wise (WoW) - Cross-Linguual Knowledge Fusion for Fact-based Visual Spoken-Question Answering  
Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson and Chang Yoo
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment  
Ethan A. Chi, Julian Salazar and Katrin Kirchhoff
19:40-21:00 6B: NLP Applications
Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis  
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu and Dongyan Zhao
Counterfactual Supporting Facts Extraction for Explanable Medical Record Based Diagnosis with Graph Network  
Haoran Wu, Wei Chen, Shuang Xu and Bo Xu
Personalized Response Generation via Generative Split Memory Network Yuwei Wu, Xuezhe Ma and Diyi Yang
Towards Few-shot Fact-Checking via Perplexity Nayeon Lee, Yejin Bang, Andrea Madotto and Pascale Fung
Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir and Ambedkar Dukkipati
Soham Datta, Prabir Mallick, Sangameshwar Patil, Indrajit Bhattacharya and Girish Palshikar
19:40-21:00 6C: Machine Learning for NLP: Classification and Structured Prediction Models
Xuanli He, Lingjuan Lyu, Lichao Sun and Qiongkai Xu
Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun and Bin He
Tianwen Wei, Jianwei Qi, Shenghuan He and Songtao Sun
Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun and Weiming Lu
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun and Bin He
Chuhan Wu, Fangzhao Wu and Yongfeng Huang
19:40-21:00 6D: Language Resources and Evaluation
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang and Wei Wu
Arkil Patel, Satwik Bhattamishra and Navin Goyal
Tomoyuki Kajiwara, Chenhui Chu, Noriko Takemura, Yuta Nakashima and Hajime Nagahara
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin and Kyomin Jung
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov and Louis-Philippe Morency
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley and Furu Wei
Thinh Hung Truong, Mai Hoang Dao and Dat Quoc Nguyen
19:40-21:00 6E: Computational Social Science and Cultural Analytics
Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak, Andrew Turpin and Lea Freermann
Shraey Bhatia, Joy Han Lau and Timothy Baldwin
Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah and Lucie Flek
Kokil Jaidka, Andrea Ceolin, Iknoor Singh, Niyati Chhaya and Lyle Ungar
Jian Zhu and David Jurgens
Julia Mendelsohn, Ceren Budak and David Jurgens
Tue 08 Jun 2021 (all times PDT, UTC-7)
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09:00-10:20 7A: Computational Social Science and Cultural Analytics
Modeling the Severity of Complaints in Social Media  
Mali Jin and Nikolaos Aletras
What About the Precedent: An Information-Theoretic Analysis of Common Law  
Josef Valvoda, Tiago Pimentel, Niklas Stoehr, Ryan Cotterell and Simone Teufel
Introducing CAD: the Contextual Abuse Dataset Bertie Vidgen, Dong Nguyen, Helen Margetts, Patricia Rossini and Rebekah Tromble
Lifelong Learning of Hate Speech Classification on Social Media  
Jing Qian, Hong Wang, Mai ElSherief and Xifeng Yan
Learning to Recognize Dialect Features  
Dorottya Demszky, Devyani Sharma, Jonathan Clark, Vinodkumar Prabhakaran and Jacob Eisenstein
[TACL15] Characterizing English Variation across Social Media Communities with BERT  
Lucy Li, David Bamman
09:00-10:20 7B:Green NLP
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners  
Timo Schick and Hinrich Schütze
Static Embeddings as Efficient Knowledge Bases? Philipp Dufter, Nora Kassner and Hinrich Schütze
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis  
Xutan Peng, Guanyi Chen, Chenghua Lin and Mark Stevenson
Rethinking Network Pruning – under the Pre-train and Fine-tune Paradigm Dongkuan Xu, Ian En-Hsu Yen, Jinxi Zhao and Zhibin Xiao
Tue 08 Jun 2021 (all times PDT, UTC-7) (continued)
Andrew Silva, Pradyumna Tambwekar and Matthew Gombolay
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap and Dan Klein
Debora Nozza, Federico Bianchi and Dirk Hovy
09:00-10:20 7C: Language Grounding to Vision, Robotics and Beyond
Shailza Jolly, Sandro Pezzelle and Moin Nabi
Zineng Tang, Jie Lei and Mohit Bansal
Adyasha Maharana, Darryl Hannan and Mohit Bansal
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze and Alexander Hauptmann
Arka Sadhu, Kan Chen and Ram Nevatia
[TACL10] Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering
Ben Bogin: ben.bogin@, Jonathan Berant, Sanjay Subramanian, Matt Gardner
09:00-10:20 7D: Language Resources and Evaluation
Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanović, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi and Barbara Plank
Alon Eirew, Arie Cattan and Ido Dagan
Challenging distributional models with a conceptual network of philosophical terms  
Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou and Antske Fokkens
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vladimir Karpukhin, Jean Maillard, Vassilis Plachouras, Tim Rocktäschel and Sebastian Riedel
[TACL3] AMR Similarity Metrics from Principles
Juri Opitz, Letitia Parcalabescu, Anette Frank
[TACL19] Evaluating Document Coherence Modelling
Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi
09:00-10:20 7E: Machine Learning for NLP: Classification and Structured Prediction Models
Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen and Dietrich Klakow
Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri and Jens Lehmann
Constantinos Karouzos, Georgios Paraskevopoulos and Alexandros Potamianos
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy and Massimo Poesio
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav and Andrew McCallum
Lingxiao Wang, Kevin Huang, Tengyu Ma, Quanquan Gu and Jing Huang
Tianze Shi, Adrian Benton, Igor Malioutov and Ozan Irsoy
10:20-11:40 8A: Machine Learning for NLP: Language Modeling and Sequence to Sequence Models
Teven Le Scao and Alexander Rush
Adi Haviv, Lior Vassertail and Omer Levy
Ben Peters and André F. T. Martins
Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray and Kai-Wei Chang
Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu and Hongxia Jin
[TACL5] A Primer in BERTology: What We Know About How BERT Works  
Anna Rogers, Olga Kovaleva, Anna Rumshisky
10:20-11:40 8B: NLP Applications
On the Embeddings of Variables in Recurrent Neural Networks for Source Code Nadezhda Chirkova
Cross-Linguual Word Embedding Refinement by  $\ell_1$  Norm Optimisation  
Xutan Peng, Chenghua Lin and Mark Stevenson
Semantic Frame Forecast Chieh-Yang Huang and Ting-Hao Huang
MUSER: Multimodal Stress detection using Emotion Recognition as an Auxiliary Task  
Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien and Rada Mihalcea
Learning to Decompose and Organize Complex Tasks  
Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White and Dan Roth
Continual Learning for Text Classification with Information Disentanglement Based Regularization  
Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang and Diyi Yang
10:20-11:40 8C: Sentence-level Semantics and Textual Inference
Learning from Executions for Semantic Parsing Bailin Wang, Mirella Lapata and Ivan Titov
Learning to Synthesize Data for Semantic Parsing Bailin Wang, Wenpeng Yin, Xi Victoria Lin and Caiming Xiong
Edge: Enriching Knowledge Graph Embeddings with External Text Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan Rossi, Nedim Lipka and Sheng Li
FLIN: A Flexible Natural Language Interface for Web Navigation  
Sahisnu Mazumder and Oriana Riva
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index Roma Patel, Marta Garnelo, Ian Gemp, Chris Dyer and Yoram Bachrach
Incorporating External Knowledge to Enhance Tabular Reasoning  
J. Neeraja, Vivek Gupta and Vivek Srikumar
Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson and Jacob Andreas
10:20-11:40 8D: Sentiment Analysis and Stylistic Analysis
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding  
Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada and Ahmed Khoumsi
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification  
Andrew Moore and Jeremy Barnes
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews  
Gabriele Pergola, Lin Gui and Yulan He
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification  
Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He and Bowen Zhou
Emotion-Infused Models for Explainable Psychological Stress Detection Elsbeth Turcan, Smaranda Muresan and Kathleen McKeown
Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble  
Yuanhe Tian, Guimin Chen and Yan Song
10:20-11:40 8E: Syntax: Tagging, Chunking, and Parsing
Supertagging-based Parsing with Linear Context-free Rewriting Systems  
Thomas Ruprecht and Richard Mörbitz
Outside Computation with Superior Functions  
Parker Riley and Daniel Gildea
Learning Syntax from Naturally-Occurring Bracketings  
Tianze Shi, Ozan Irsoy, Igor Malioutov and Lillian Lee
[CL1] What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux, Sara Stymne, Joakim Nivre
[TACL2] Reducing Confusion in Active Learning for Part-Of-Speech Tagging Aditi Chaudhary, Antonios Anastasopoulos, Zaid Sheikh, Graham Neubig
10:20-11:40 Business Meeting
17:00-18:20 9A: Dialogue and Interactive Systems
Bot-Adversarial Dialogue for Safe Conversational Agents  
Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston and Emily Dinan
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog Arun Babu, Akshit Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan and Marjan Ghazvininejad
Example-Driven Intent Prediction with Observers Shikib Mehri and Mihail Eric
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management  
Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen and Yefeng Zheng
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems  
Derek Chen, Howard Chen, Yi Yang, Alexander Lin and Zhou Yu
Controlling Dialogue Generation with Semantic Exemplars  
Prakhar Gupta, Jeffrey Bigham, Yulia Tsvetkov and Amy Pavel
17:00- 18:20 9B: Information Retrieval and Text Mining
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List  
Luyu Gao, Zhuyun Dai and Jamie Callan
X-Class: Text Classification with Extremely Weak Supervision  
Zihan Wang, Dheeraj Mekala and Jingbo Shang
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling  
Aaron Mueller and Mark Dredze
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification  
Wilson Fearn, Orion Weller and Kevin Seppi
Faithfully Explainable Recommendation via Neural Logic Reasoning  
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo and Yongfeng Zhang
You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions  
Sergey Volokhin, Joyce Ho, Oleg Rokhlenko and Eugene Agichtein
[TACL8] Sparse, Dense, and Attentional Representations for Text Retrieval Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
17:00-18:20 9C: Language Grounding to Vision, Robotics and Beyond
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents Shunyu Yao, Karthik Narasimhan and Matthew Hausknecht
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh and Ramprasaath R. Selvaraju
Semi-Supervised Policy Initialization for Playing Games with Language Hints Tsu-Jui Fu and William Yang Wang
Revisiting Document Representations for Large-Scale Zero-Shot Learning  
Jihyung Kil and Wei-Lun Chao
17:00- 18:20 9D: Language Resources and Evaluation
Negative language transfer in learner English: A new dataset Leticia Farias Wanderley, Nicole Zhao and Carrie Demmans Epp
SentSim: Crosslingual Semantic Evaluation of Machine Translation  
Yurun Song, Junchen Zhao and Lucia Specia
Quality Estimation for Image Captions Based on Large-scale Human Evaluations  
Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma and Radu Soricut
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems  
Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale Lucas, Jonathan May and Jonathan Gratch
News Headline Grouping as a Challenging NLU Task Philippe Laban, Lucas Bandarkar and Marti A. Hearst
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer  
Eleftheria Briakou, Di Lu, Ke Zhang and Joel Tetreault
17:00-18:20 9E: Machine Learning for NLP: Classification and Structured Prediction Models
Grouping Words with Semantic Diversity  
Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos and Jia Xu
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua, Xingjian Li, Dejing Dou, Chengzhong Xu and Jiebo Luo
FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models  
Xiaoan Ding and Kevin Gimpel
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization  
Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li and Philip Yu
[TACL7] Modeling Content and Context with Deep Relational Learning  
Maria Leonor Pacheco, Dan Goldwasser
Knowledge Guided Metric Learning for Few-Shot Text Classification  
Dianbo Sui, Yubo Chen, Binjie Mao, Delai Qiu, Kang Liu and Jun Zhao
18:20-19:40 10A: Dialogue and Interactive Systems
Ensemble of MRR and NDCG models for Visual Dialog  
Idan Schwartz
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents  
Iryna Haponchyk and Alessandro Moschitti
ConvEx: Data-Efficient and Few-Shot Slot Labeling  
Matthew Henderson and Ivan Vulić
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues  
Bo-Hsiang Tseng, Shruti Bhargava, Jiarui Lu, Joel Ruben Antony Moniz, Dhivya Piraviperumal, Lin Li and Hong Yu
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems  
Piyawat Lertvittayakumjorn, Daniele Bonadiman and Saab Mansour
Clipping Loops for Sample-Efficient Dialogue Policy Optimisation  
Yen-Chen Wu and Carl Edward Rasmussen
18:20-19:40 10B: Information Extraction
Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction  
Ian Wood, Mark Johnson and Stephen Wan
Noisy-Labeled NER with Confidence Estimation  
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang and Sheng Gao
TABBIE: Pretrained Representations of Tabular Data  
Hiroshi Iida, Dung Thai, Varun Manjunatha and Mohit Iyyer
Better Feature Integration for Named Entity Recognition Lu Xu, Zhanming Jie, Wei Lu and Lidong Bing
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning  
Chih-Yao Chen and Cheng-Te Li
Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures  
Minh Tran Phu and Thien Huu Nguyen
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution  
Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt and Walter Chang
18:20-19:40 10C: Language Generation
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus
Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu N and Abhilasha Sancheti
FUDGE: Controlled Text Generation With Future Discriminators  
Kevin Yang and Dan Klein
Controllable Text Simplification with Explicit Paraphrasing  
Mounica Maddela, Fernando Alva-Manchego and Wei Xu
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training  
Oshin Agarwal, Heming Ge, Siamak Shakeri and Rami Al-Rfou
Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models  
Elizabeth Clark and Noah A. Smith
[TACL17] There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It  
Jianyou, jw542@duke.edu, Xiaoxuan, zhangxiaoxuanaa@gmail.com, Yuren Zhou, Christopher Suh, Cynthia Rudin
18:20-19:40 10D: Multilinguality
InfoXLM: An Information-Theoretic Framework for Cross-Linguial Language Model Pre-Training  
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang and Ming Zhou
Context-Interactive Pre-Training for Document Machine Translation Pengcheng Yang, Pei Zhang, Boxing Chen, Jun Xie and Weihua Luo