SlowGuess/ACL_2020_OCR huggingface dataset:
[TACL] 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? Alon Jacovi and Yoav Goldberg
[TACL] What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models  
Allyson Ettinger
13:00-14:00 Session 8B Machine Learning for NLP-9
[Long] Attentive Pooling with Learnable Norms for Text Representation  
Chuhan Wu, Fangzhao Wu, Tao Qi, Xiaohui Cui and Yongfeng Huang
[Short] Bayesian Hierarchical Words Representation Learning  
Oren Barkan, Idan Rejwan, Avi Caciularu and Noam Koenigstein
[Long] On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond  
Chen Wu, Prince Zizhuang Wang and William Yang Wang
[Long] Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning  
Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier, Pascal Voitot and Louise Naudin
[Long] SEEK: Segmented Embedding of Knowledge Graphs  
Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin and Tie-Yan Liu
[Long] SenseBERT: Driving Some Sense into BERT  
Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua and Yoav Shoham
[Short] Single Model Ensemble using Pseudo-Tags and Distinct Vectors  
Ryosuke Kuwabara, Jun Suzuki and Hideki Nakayama
[Long] Tchebycheff Procedure for Multi-task Text Classification  
Yuren Mao, Shuang Yun, Weiwei Liu and Bo Du
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13:00-14:00 Session 8B Machine Translation-12
[Short] A Relaxed Matching Procedure for Unsupervised BLI  
Xu Zhao, Zihao Wang, Yong Zhang and Hao Wu
[CL] A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation  
Raul Vázquez, Alessandro Raganato, Mathias Creutz, Jörg Tiedemann
[TACL] Better Document-level Machine Translation with Bayes' Rule  
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer
[Long] Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation  
Xabier Soto, Dimitar Shterionov, Alberto Poncelas and Andy Way
[CL] Unsupervised Word Translation with Adversarial Autoencoder Tasnim Mohiuddin, Shafiq Joty
13:00-14:00 Session 8B NLP Applications-7
[Long] Empowering Active Learning to Jointly Optimize System and User Demands  
Ji-Ung Lee, Christian M. Meyer and Iryna Gurevych
[Short] Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction  
Masahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki and Kentaro Inui
[Long] Graph Neural News Recommendation with Unsupervised Preference Disentanglement Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie and Ming Zhou
[Long] Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation  
Liting Liu, Jie Liu, Wenzheng Zhang, Ziming Chi, Wenxuan Shi and Yalou Huang
[Short] Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description  
Yakun Hu, Zhunchen Luo and Wenhan Chao
[Long] Joint Modelling of Emotion and Abusive Language Detection
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis and Ekaterina
Shutova
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13:00-14:00 Session 8B Resources and Evaluation-8
[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, Benoit Sagot and Lucia Specia
[Short] Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model  
Kosuke Takahashi, Katsuhito Sudoh and Satoshi Nakamura
[Short] Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for NonConcrete Concepts  
Agostina Calabrese, Michele Bevilacqua and Roberto Navigli
[TACL] Paraphrase-Sense-Tagged Sentences Anne Cocos, Chris Callison-Burch
[Long] That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar, Nikolay Babulkov, Giovanni Da San Martino and Preslav Nakov
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13:00-14:00 Session 8B Sentiment Analysis, Stylistic Analysis, and Argument Mining-6
[Long] Aspect Sentiment Classification with Document-level Sentiment Preference Modeling
Xiao Chen, Changlong Sun, Jingjing Wang, Shoushan Li, Luo Si, Min Zhang and Guodong Zhou
[Long] ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction  
Zixiang Ding, Rui Xia and Jianfei Yu
[Long] From Arguments to Key Points: Towards Automatic Argument Summarization
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, Véronique MORICEAU, Farah Benamara, Alda Mari, Gloria Origgi and Marlène Coulomb-Gully
[Short] Modeling Label Semantics for Predicting Emotional Reactions
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian 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 fengwu
13:00-14:00 Session 8B Speech and Multimodality-5
[Short] Multimodal Transformer for Multimodal Machine Translation
Shaowei Yao and Xiaojun Wan
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[Long] Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis
Dushyant Singh Chauhan, Dhanush S R, Asif Ekbal and Pushpak Bhattacharyya
[Long] Towards Emotion-aided Multi-modal Dialogue Act Classification
Tulika Saha, Aditya Patra, Sriparna Saha and Pushpak Bhattacharyya
13:00-14:00 Session 8B Student Research Workshop
[SRW] Pre-training via Leveraging Assisting Languages for Neural Machine Translation
Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi and Eiichiro Sumita
[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
[Demo] exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models
Benjamin Hoover, Hendrik Strobelt and Sebastian Gehrmann
14:00- 16:00 Plenary
14:00- 14:30 Lifetime Achievement Award Video Livestream
14:30-14:45 Lifetime Achievement Award Live Q&A
14:45-15:15 Distinguished Service Award, Test-of-Time Award Video and Q&A
15:15-16:00 Reviewing Meeting Q&A
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[Demo] Nakdan: Professional Hebrew Diacritizer
Avi Shmidman, Shaltiel Shmidman, Moshe Koppel and Yoav Goldberg
[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
[Demo] OpusFilter: A Configurable Parallel Corpus Filtering Toolbox
Mikko Aulamo, Sami Virpioja and Jörg Tiedemann
17:00-18:00 Session 9A Dialogue and Interactive Systems-11
[Long] CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant
Kavya Srinet, Yacine Jernite, Jonathan Gray and arthur szlam
[Long] 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] Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta
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[Long] Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
Rishi Bommasani, Kelly Davis and Claire Cardie
[Long] Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig and Zachary C. Lipton
[Short] On the Spontaneous Emergence of Discrete and Compositional Signals
Nur Geffen Lan, Emmanuel Chemla and Shane Steinert-Threlkeld
[Long] Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words
Josef Klafka and Allyson Ettinger
17:00-18:00 Session 9A Language Grounding to Vision, Robotics and Beyond-3
[Long] Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA
Hyounghun Kim, Zineng Tang and Mohit Bansal
[Short] Shaping Visual Representations with Language for Few-Shot Classification Jesse Mu, Percy Liang and Noah Goodman
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17:00- 18:00 Session 9A Machine Learning for NLP-10
[Long] Discrete Latent Variable Representations for Low-Resource Text Classification
Shuning Jin, Sam Wiseman, Karl Stratos and Karen Livescu
[Long] Learning Constraints for Structured Prediction Using Rectifier Networks  
Xingyuan Pan, Maitrey Mehta and Vivek Srikumar
[Long] Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models
Dan Iter, Kelvin Guu, Larry Lansing and Dan Jurafsky
[Long] SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua and Yoav Shoham
[TACL] SpanBERT: Improving Pre-training by Representing and Predicting Spans  
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy
17:00-18:00 Session 9A Resources and Evaluation-9
[Long] A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks
Angela Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepa 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, Benoit Sagot and Lucia Specia
[Long] 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
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[Long] ChatDialogs: 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
[CL] LINSPECTOR: Multilingual Probing Tasks for Word Representations  
Gözde Gül 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 Bañón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrias, 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
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17:00-18:00 Session 9A Summarization-4
[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
[Long] 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 Assessment in Abstractive Summarization  
Esin Durmus, He He and Mona Diab
[Short] Fact-based Content Weighting for Evaluating Abstractive Summarisation  
Xinnuo Xu, Ondřej Dušek, 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 Langlotz
[Long] Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset  
Revanth Rameshkumar and Peter Bailey
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[Long] The Summary Loop: Learning to Write Abstractive Summaries Without Examples
Philippe Laban, Andrew Hsi, John Canny and Marti A. Hearst
[Long] Unsupervised Opinion Summarization as Copycat-Review Generation
Arthur Bražinskas, 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
[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, 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
[Long] 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?
Lianan Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh and Kai-Wei Chang
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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
[SRW] Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold 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
[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  
Toby Jia-Jun Li, Tom Mitchell and Brad Myers
[Demo] MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform  
Xiang Gao, Michel Galley and Bill Dolan
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18:00-19:00 Session 9B Computational Social Science and Social Media-7
[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
[Long] 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
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18:00-19:00 Session 9B Discourse and Pragmatics-4
[Long] 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 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, Kun Xu, Yue Zhang, Jianshu Chen and Dong Yu
18:00-19:00 Session 9B Ethics and NLP-4
[Short] 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 Mitigation  
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 Daumé 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
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[Long] Towards Debiasing Sentence Representations
Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov 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 Vashisth, 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] Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?
[Long] Explaining Black Box Predictions and Unveiling Data Artifacts through Influence 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
[Long] 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
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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 Question Answering  
Akari Asai and Hannaneh Hajishirzi
[Short] On the Importance of Diversity in Question Generation for QA  
Md Arafat Sultan, Shubham Chandel, Ramón 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 Examinations  
Xiang Kong, Varun Gangal and Eduard Hovy
[Long] Selective Question Answering under Domain Shift  
Amita Kamath, Robin Jia and Percy Liang
[Short] Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati and Bing Xiang
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[Long] 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 Garrette, Michael Collins, Tom Kwiatkowski
18:00-19:00 Session 9B Resources and Evaluation-10
[Long] An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results
Enrique Amigo, Julio Gonzalo, Stefano Mizzaro and Jorge Carrillo-de-Albornoz
[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] 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
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18:00-19:00 Session 9B Sentiment Analysis, Stylistic Analysis, and Argument Mining-7
[Long] Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity  
Joseph Sirrianni, Xiaoqing Liu and Douglas Adams
[Long] 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 Comparative 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
[Long] A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks  
Nastaran Babanejad, Ameeta Agrawal, Aijun An and Manos Papagelis
CXC
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
[SRW] #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