SlowGuess/NAACL_2021_OCR huggingface dataset:
V.G. Vinod Vydiswaran, Valentin Barriere, Valentin Malykh, Valeria de Paiva, Varun Gangal, Varun Kumar, Vasileios Lampos, Vassilina Nikoulina, Venelin Kovatchev, Vered Shwartz, Verena Lyding, Verginica Barbu Mititelu, Veronika Vincze, Veronique Hoste, Victoria Bobicev, Vidas Daudaravicius, Vidhisha Balachandran, Viet-An Nguyen, Vihan Jain, Vijayaditya Peddinti, Vikas Yadav, Vikram
Ramanarayanan, Viktor Hangya, Vinay Rao, Vincent Vandeghiste, Vinit Ravishankar, Vittorio Castelli, Vivek Gupta, Vivek Kulkarni, Vivek Kumar Rangarajan Sridhar, Viviana Patti, Vladimir Eidelman, Vukosi Marivate,
Wai Lam, Wajdi Zaghouani, Wanxiang Che, Wasi Ahmad, Wayne Xin Zhao, Wei Gao, Wei Wang, Wei Wei, Wei Wu, Wei Yang, Wei Zhang, Wei Zhao, Wei-Nan Zhang, Weifeng Su, Weihua Luo, Weiwei Cheng, Weiyan Shi, Weiyang Liu, Weiyue Wang, Wen Wang, Wen Xiao, Wen Zhang, Wencan Luo, Wenduan Xu, Wenge Rong, Wenhan Luo, Wenhan Xiong, Wenhu Chen, Wenya Guo, Wenzheng Zhang, William Boag, William Gantt, Winston Wu, Wojciech Kryscinski, Wolfgang Macherey, Wolfgang Maier, Wray Buntine, Wuwei Lan,
Xavier Carreras, Xia Cui, Xian Li, Xiang Dai, Xiang Gao, Xiang Li, Xiang Lorraine Li, Xiang Yue, Xiang Zhou, Xiangyang Zhou, Xiangyu Duan, Xianpei Han, Xiao Ling, Xiao Liu, Xiaochi Wei, Xiaochuang Han, Xiaojun Chang, Xiaojun Quan, Xiaolei Huang, Xiaotong Zhang, Xilun Chen, Xin Li, Xin Lv, Xin Zheng, Xinchi Chen, Xing Niu, Xingdi Yuan, Xingshan Zeng, Xingxing Zhang, Xingyi Song, Xintong Li, Xinyi Wang, Xinyu Dai, Xinyuan Zhang, Xipeng Qiu, Xiujun Li, Xiuying Chen, Xu Han, Xu Tan, Xuancong Wang, Xuchao Zhang, Xuezhe Ma,
Yiping Song, Yacine Jernite, Yadollah Yaghoobzadeh, Yan Song, Yan Wang, Yan Zhang, Yanai Elazar, Yanbin Lu, Yang Deng, Yang Gao, Yang Li, Yang Zhao, Yang Zhou, Yankai Lin, Yannick Versley, Yannis Korkontzelos, Yanran Li, Yansong Feng, Yanyan Zou, Yanzeng Li, Yao Meng, Yao Zhao, Yaowei Zheng, Yash Kumar Lal, Yashar Mehdad, Yasumasa Onoe, Yawei Sun, Yazhou Zhang, Yee Seng Chan, Yen-Chen Wu, Yen-Chun Chen, Yequan Wang, Yevgen Matusevych, Yevgeniy Puzikov, Yeyun Gong, Yi Cai, Yi Yang, Yi Zhang, Yi-An Lai, Yi-Ting Huang, Yibo Sun, Yichao Lu, Yichun Yin, Yiding Hao, Yifan Gao, Yifan He, Yifan Hu, Yifan Zhang, Yilin Shen, Yimai Fang, Yiming Cui, Yin-Wen Chang, Ying Lin, Yingwei Xin, Yinhe Zheng, Yisong Miao, Yitong Li, Yixin Cao, Yixin Nie, Yizhong Wang, Yllias Chali, Yo Ehara, Yogarshi Vyas, Yonatan Bitton, Yoshihiko Hayashi, Yoshihiko Suhara, Yoshimasa Tsuruoka, Yoshinari Fujinuma, Yoshinobu Kano, Younes Samih, Youngja Park, Yu Chen, Yu Su, Yu Wan, Yu Zhang, Yuan Luo, Yuan Zhang, Yuan-Fang Li, Yuanbin Wu, Yuanliang Meng, Yuanpeng Li, Yuchen Lu, Yue Chen, Yue Dong, Yue Gu, Yuen-Hsien Tseng, Yuexin Wu, Yufang Hou, Yuhui Zhang, Yuichiroh Matsubayashi, Yuji Matsumoto, Yujia Bao, Yuki Arase, Yulia Tsvetkov, Yulong Chen, Yumo Xu, Yun-hsuan Sung, Yunfang Wu, Yung-Chun Chang, Yuning Mao, Yuntian Deng, Yury Zemlyanskiy, Yusuke Miyao, Yuval Pinter, Yuxiang Wu, Yuxuan Lai, Yuxuan Wang, Yves Lepage, Yves Scherrer, Ivonne Adesam
Zdenk abokrtsk, Ze Yang, Zeerak Waseem, Zewei Chu, Zhanming Jie, Zhao Yan, Zhaohui Wu, Zhaojiang Lin, Zhaopeng Tu, Zhe Gan, Zhe Zhang, Zhen Hai, Zhen Wang, Zhen Xu, Zheng Li, Zhenghao Liu, Zhengli Zhao, Zhengxian Gong, Zhengyuan Liu, Zhengzhong Liu, Zhenhua Ling, Zhenxi Lin, Zhi-Hong Deng, Zhijian Liu, Zhijing Jin, Zhiliang Tian, Zhirui Zhang, Zhisong Zhang, Zhiting Hu, Zhiwei Deng, Zhiyu Chen, Zhong Su, Zhongkai Sun, Zhongqing Wang, Zhouhan Lin, Zhouxing Shi, Zhu Fengda, Zhuang Liu, Zhun Liu, Zhunchen Luo, Zhuolin Jiang, Zhuoren Jiang, Zhuosheng Zhang, Zhuoxuan Jiang, Zi Lin, Zi Yang, Zi-Yi Dou, Zichao Li, Zied Bouraoui, Zihan Liu, Zijian Wang, Ziming Huang, Zining Zhu, Ziqiang Cao, Zirui Wang, Zita Marinho, Ziyi Yang, Ziyu Yao
Abhisek Chakrabarty, Aditya Bhargava, Agathe Balayn, Akshay Chaturvedi, Aku Rouhe, Alda Mari, Amir Soleimani, Ana-Maria Bucur, Andrea Amelio Ravellli, Andrey Sakryukin, Archita Pathak, Arkil Patel, Arnob Mallik, Ashish Shenoy, Avi Caciularu,
Baikjin Jung, Ben Eyal, Bhargav Kurma, Bianca Scarlini, Bing Tian, Bishal Santra, Bradley Hauer, C.S. Bahushruth, Carlos Martinez, ChaeHun Park, Chandrashekar Konda, Chen (Patrick) Pei, Chen Zhang, Chenchen Xu, Chenglei Si, Chi-kiu Lo, Christian Angel, Chung-Wei Hang,
Dan Li, Daniel Bis, Dejan Porjazovski, Di Wu, Diego Maupomé, Dingcheng Li, Dongfang Li, Dr. Sachin Pawar,
EricLehman,EugeneJang
Fanny Rancourt,
Gabriel Bretschner, Garrett Nicolai, Gaurish Thakkar, Gennaro Nolano, Gong Zhang, Guanhua Zhang,
Hali Lindsay, Han He, Haolan Zhan, Haolin Song, Hiroshige Aoki, Hong Lei Guo, Hongchang Bao, Hongyin Tang, Hossein Rouhizadeh, Huy Vu,
Ikumi Yamashita, Itzik Malkiel,
James Finch, Jeremy Lei Liu, Jiayuan Mao, Jing Chen, Johannes Deleu, Joy Mahapatra, Juho Leinonen, Jungsoo Park,
Kevin Stowe, Klim Zaporojets, Kobra Amiri,
Leonard Dahlmann, Liang Ding, Lili Wang, Linh Pham, Linyang Li, Liyan Xu,
Machel Reid, Matt McNeil, Matthew Johnson, Matthew Matero, Maury Courtland, Maxime D. Armstrong, Maximilian Sliethöver, Mayur Patidar, Małgorzata Marciniak, Mehdi Rezaee, Miao Li, Michael Abaho, Michele Bevilacqua, Mingfei Han, Mingjie Li, Mingli Wu, Mohamed Lichouri, Molly Gia, Mujeen Sung, Mykola Lukashchuk,
Nan Shao, Nastaran Babanejad, Nils Feldhus, None,
Onkar Pandit, Ori Katz, Orion Weller,
Pere-Lluis Huguet Cabot,
Rocco Tripodi, Roy Eisenstadt, Rudolf Schneider, Ruibo Liu,
Sabin Kafle, Sameer Gupta, Sanket Vaibhav Mehta, Satwik Bhattachamishra, Savitha Sam Abraham, Sean S. Yi, Semere Kiros Bitew, Shanshan Huang, Sheng Cao, Shi Ke, Shutian Ma, Siyu Ren, Sougata Saha, Souvik Das, Sowmya S Sundaram,
Tahmid Rahman, Tianshi Che, Timour Igamberdiev, Ting Hua, Twisampati Sarkar,
Vaibhav Garg, Vitalii Zhelezniak,
Wang Huimin, Wei-Fan Chen, Weicheng Ma, Wonsuk Yang,
Xanh Thi Ho, Xenia Klinge, Xiangyu Yang, Xiaobo Guo, Xibin Gao, Xin Chen, Xuan Zhao,
Yanpeng Zhao, Yaocheng Gui, Yenchang Hsu, Yicheng Wang, Yingya Li, Yingyi Zhang, Yinliang Wang, Yisi Sang, Yiyi Liu, Yizhu Liu, Yongjing Yin, Yuanhe Tian, Yue Wang, Yuntao Li, Yuqing Xie,
Zhenzhen Li, Zhaofeng Wu, Zhengyuan Liu, Shi Ke, Zhihong Chen, Zhihua Wen, Zhijia Chen, Zhijie Zhou, Zhuofeng Wu, Zhuoyi Wang
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs Shuai Zhang, Xi Rao, Yi Tay and Ce Zhang 1
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors  
Fenia Christopoulou, Makoto Miwa and Sophia Ananiadou 11
Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks
Minh Van Nguyen, Viet Lai and Thien Huu Nguyen 27
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction  
Zixuan Zhang and Heng Ji 39
A Frustratingly Easy Approach for Entity and Relation Extraction  
Zexuan Zhong and Danqi Chen 50
Event Time Extraction and Propagation via Graph Attention Networks  
Haoyang Wen, Yanru Qu, Heng Ji, Qiang Ning, Jiawei Han, Avi Sil, Hanghang Tong and Dan Roth  
62
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers Hongfei Xu, Josef van Genabith, Qiuhui Liu and Deyi Xiong 74
Mediators in Determining what Processing BERT Performs First
Aviv Slobodkin, Leshem Choshen and Omri Abend 86
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA  
Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz and Michael Elhadad 94
Multilingual Language Models Predict Human Reading Behavior  
Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena Jäger and Lisa Beinborn 106
Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing Rowan Hall Maudslay and Ryan Cotterell 124
A Non-Linear Structural Probe  
Jennifer C. White, Tiago Pimentel, Naomi Saphra and Ryan Cotterell 132
Concealed Data Poisoning Attacks on NLP Models Eric Wallace, Tony Zhao, Shi Feng and Sameer Singh 139
Backtranslation Feedback Improves User Confidence in MT, Not Quality  
Vilém Zouhar, Michal Novák, Matús Žilinec, Ondřej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia and Lisa Yankovskaya. 151
Data Filtering using Cross-Linguial Word Embeddings  
Christian Herold, Jan Rosendahl, Joris Vanvinckenroye and Hermann Ney. 162
Alexandra Chronopoulou, Dario Stojanovski and Alexander Fraser 173
Uri Shaham and Omer Levy 181
Qi Liu, Matt Kusner and Phil Blunsom 187
Nikzad Khani, Isidora Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch and Derry Tanti Wijaya 198
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Saloni Potdar and Mo Yu 210
Amir Hadifar, Sofie Labat, Veronique Hoste, Chris Develder and Thomas Demeester 220
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos and Prodromos Malakasiotis 226
Ohad Rozen, David Carmel, Avihai Mejer, Vitaly Mirkis and Yftah Ziser 242
Lucia Pagani 254
Andrei Manolache, Florin Brad and Elena Burceanu 267
Nadezhda Chirkova and Sergey Troshin 278
Dingmin Wang, Chenghua Lin, Qi Liu and Kam-Fai Wong 289
Nandan Thakur, Nils Reimers, Johannes Daxenberger and Iryna Gurevych 296
Ohad Rubin and Jonathan Berant 311
Luigi Procopio, Rocco Tripodi and Roberto Navigli 325
Unifying Cross-Linguual Semantic Role Labeling with Heterogeneous Linguistic Resources
Simone Conia, Andrea Bacciu and Roberto Navigli 338
Julian Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Borschinger and Jordan Boyd-Graber 352
Bailin Wang, Mirella Lapata and Ivan Titov 366
Benjamin Schiller, Johannes Daxenberger and Iryna Gurevych 380
Jiangming Liu, Shay B. Cohen and Mirella Lapata 397
Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin and Jingjing Liu 416
Linyong Nan, Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher and Nazneen Fatema Rajani. 432
Benjamin Muller, Antonios Anastasopoulos, Benoit Sagot and Djamé Seddah 448
Multi-Adversarial Learning for Cross-Linguual Word Embeddings
Haozhou Wang, James Henderson and Paola Merlo 463
Xinyi Wang, Sebastian Ruder and Graham Neubig 473
mt5: A Massively Multilingual Pre-trained Text-to-Text Transformer
Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua and Colin Raffel 483
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig and Ahmed Hassan Awadallah 499
Jonathan Herzig, Thomas Müller, Syrine Krichene and Julian Eisenschlos 512
Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman and Srinivas Chappidi 520
Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang and Jure Leskovec 535
Akari Asai, Jungo Kasai, Jonathan Clark, Kenton Lee, Eunsol Choi and Hannaneh Hajishirzi . 547
Tiancheng Zhao, Xiaopeng Lu and Kyusong Lee 565
Implicitly Abusive Language – What does it actually look like and why are we not getting there? Michael Wiegand, Josef Ruppenhofer and Elisabeth Eder 576
The Importance of Modeling Social Factors of Language: Theory and Practice Dirk Hovy and Diyi Yang 588
On learning and representing social meaning in NLP: a sociolinguistic perspective Dong Nguyen, Laura Rosseel and Jack Grieve 603
Preregistering NLP research  
Emiel van Miltenburg, Chris van der Lee and Emiel Krahmer 613
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster, Adam Fisch and Regina Barzilay 624
Representing Numbers in NLP: a Survey and a Vision  
Avijit Thawani, Jay Pujara, Filip Ilievski and Pedro Szekely 644
Extending Multi-Document Summarization Evaluation to the Interactive Setting  
Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer and Ido Dagan 657
Identifying Helpful Sentences in Product Reviews  
Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy and Eugene Agichtein 678
Noisy Self-Knowledge Distillation for Text Summarization Yang Liu, Sheng Shen and Mirella Lapata 692
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
Alexander Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev and Yashar Mehdad 704
Enhancing Factual Consistency of Abstractive Summarization  
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang and Meng Jiang 718
Few-shot Intent Classification and Slot Filling with Retrieved Examples  
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasapat and Qi Li. 734
"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses Emily Sheng, Kai-Wei Chang, Prem Natarajan and Nanyun Peng 750
Human-like informative conversations: Better acknowledgements using conditional mutual information Ashwin Paranjape and Christopher Manning 768
A Comparative Study on Schema-Guided Dialogue State Tracking  
Jie Cao and Yi Zhang 782
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks
Jie Wu, Ian Harris and Hongzhi Zhao 797
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel and Jason Weston 807
xxvi
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas  
Yogarshi Vyas and Miguel Ballesteros 834
Self-Training with Weak Supervision  
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng and Ahmed Hassan Awadallah845
Neural Language Modeling for Contextualized Temporal Graph Generation  
Aman Madaan and Yiming Yang 864
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning  
Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li and Andrew McCallum 882
Document-Level Event Argument Extraction by Conditional Generation  
Sha Li, Heng Ji and Jiawei Han 894
Template Filling with Generative Transformers Xinya Du, Alexander Rush and Claire Cardie 909
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models  
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jieuxiang Gu, Tong Sun and Xia Hu 915
On Attention Redundancy: A Comprehensive Study  
Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan and Kenneth Church 930
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg and Byron Wallace 946
Low-Complexity Probing via Finding Subnetworks  
Victor Sanh and Alexander Rush 960
An Empirical Comparison of Instance Attribution Methods for NLP  
Pouya Pezeshkpour, Sarthak Jain, Byron Wallace and Sameer Singh 967
Generalization in Instruction Following Systems  
Soham Dan, Michael Zhou and Dan Roth 976
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval  
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang and Jingjing Liu 982
Measuring Social Biases in Grounded Vision and Language Embeddings  
Candace Ross, Boris Katz and Andrei Barbu 998
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences  
Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria and Louis-Philippe Morency 1009
Grounding Open-Domain Instructions to Automate Web Support Tasks  
Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James Landay and Monica Lam 1022
Modular Networks for Compositional Instruction Following Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein and trevor darrell 1033
Improving Cross-Modal Alignment in Vision Language Navigation via Syntactic Information  
Jialu Li, Hao Tan and Mohit Bansal 1041
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning  
Hui Liu, Danqing Zhang, Bing Yin and Xiaodan Zhu. 1051
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao and Chao Zhang 1063
Posterior Differential Regularization with  $f$ -divergence for Improving Model Robustness  
Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu and Jianfeng Gao 1078
Understanding Hard Negatives in Noise Contrastive Estimation
Wenzheng Zhang and Karl Stratos 1090
Certified Robustness to Word Substitution Attack with Differential Privacy
Wenjie Wang, Pengfei Tang, Jian Lou and Li Xiong 1102
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference Shikhar Murty, Tatsunori Hashimoto and Christopher Manning 1113
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages  
Xavier Garcia, Aditya Siddhant, Orhan First and Ankur Parikh 1126
Macro-Average: Rare Types Are Important Too
Thamme Gowda, Weiqiu You, Constantine Lignos and Jonathan May 1138
Assessing Reference-Free Peer Evaluation for Machine Translation
Sweta Agrawal, George Foster, Markus Freitag and Colin Cherry 1158
The Curious Case of Hallucinations in Neural Machine Translation  
Vikas Raunak, Arul Menezes and Marcin Junczys-Dowmunt. 1172
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution  
Xavier Garcia, Noah Constant, Ankur Parikh and Orhan Firat 1184
Towards Modeling the Style of Translators in Neural Machine Translation Yue Wang, Cuong Hoang and Marcello Federico 1193
Self-Supervised Test-Time Learning for Reading Comprehension
Pratyay Banerjee, Tejas Gokhale and Chitta Baral. 1200
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables  
Michael Glass, Mustafa Canim, Alfio Gliozzo, Saneem Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj and Nicolas Rodolfo Fauceglia 1212
Explainable Multi-hop Verbal Reasoning Through Internal Monologue Zhengzhong Liang, Steven Bethard and Mihai Surdeanu. 1225
Robust Question Answering Through Sub-part Alignment  
Jifan Chen and Greg Durrett 1251
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models  
Tushar Khot, Daniel Khashabi, Kyle Richardson, Peter Clark and Ashish Sabharwal 1264
Srinivasan Iyer, Sewon Min, Yashar Mehdad and Wen-tau Yih 1280
Shayne Longpre, Yi Lu and Chris DuBois. 1288
Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R Devon Hjelm, Alessandro Sordoni and Aaron Courville 1301
Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries and Chris Pal. 1313
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine Li, Pavan Kapanipathi and Kartik Talamadupula 1322
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun and Matthew Richardson 1337
Congying Xia, Wenpeng Yin, Yihao Feng and Philip Yu 1351
Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal and Dan Roth . . . 1361
James Y. Huang, Kuan-Hao Huang and Kai-Wei Chang 1372
Jiaao Chen and Diyi Yang 1380
Kaiqiang Song, Bingqing Wang, Zhe Feng and Fei Liu 1392
Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang and Nancy X. R. Wang 1405
Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji and Lu Wang 1419
Yixin Liu, Zi-Yi Dou and Pengfei Liu 1437
Tanya Goyal and Greg Durrett 1449
Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang and Pengfei Liu 1463
Yangming Li, Lemao Liu and Kaisheng Yao 1476
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols Songlin Yang, Yanpeng Zhao and Kewei Tu 1487
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input  
Tao Meng, Anjie Fang, Oleg Rokhlenko and Shervin Malmasi 1499
Video-aided Unsupervised Grammar Induction Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu and Jiebo Luo 1513
Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model ChaeHun Park, Eugene Jang, Wonsuk Yang and Jong Park. 1525
How Robust are Fact Checking Systems on Colloquial Claims? Byeongchang Kim, Hyunwoo Kim, Seokhee Hong and Gunhee Kim 1535
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems  
Janghoon Han, Taesuk Hong, Byoungjae Kim, Youngjoong Ko and Jungyun Seo 1549
Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention Hsuan Su, Jiun-Hao Jhan, Fan-yun Sun, Saurav Sahay and Hung-yi Lee 1559
Adding Chit-Chat to Enhance Task-Oriented Dialogues  
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho and Claire Cardie. 1570
Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network Fan Jiang and Trevor Cohn 1584
Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition  
Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian and Jie Zhou 1592
Improving Neural RST Parsing Model with Silver Agreement Subtrees  
Naoki Kobayashi, Tsutomu Hirao, Hidetakaka Kamigaito, Manabu Okumura and Masaaki Nagata  
1600
RST Parsing from Scratch
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty and Xiaoli Li 1613
Did they answer? Subjective acts and intents in conversational discourse Elisa Ferracane, Greg Durrett, Junyi Jessy Li and Katrin Erk. 1626
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance  
Sopan Khosla, James Fiacco and Carolyn Rosé 1645
Bridging Resolution: Making Sense of the State of the Art  
Hideo Kobayashi and Vincent Ng 1652
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy and Aaron Courville 1660
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland and Julia Kreutzer 1673
Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao and Rui Yan 1682
Mask Attention Networks: Rethinking and Strengthen Transformer  
Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang and Xuanjing Huang 1692
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu and Haifeng Wang 1702
Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models  
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang and Dongyan Zhao 1716
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada, Kaheer Suleman, Adam Trischler and Jackie Chi Kit Cheung 1732
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus  
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen Chen and Alexander Wong. 1744
Field Embedding: A Unified Grain-Based Framework for Word Representation Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang and Xiang Wan 1754
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories  
Minjin Choi, Sunnyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee and Jongwuk Lee. 1763
Non-Parametric Few-Shot Learning for Word Sense Disambiguation
Howard Chen, Mengzhou Xia and Danqi Chen 1774
Why Do Document-Level Polarity Classifiers Fail? Karen Martins, Pedro O.S Vaz-de-Melo and Rodrygo Santos. 1782
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents  
Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si and Min Zhang
Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction  
Yuhao Feng, Yanghui Rao, Yuyao Tang, Ninghua Wang and He Liu 1805
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu and Xipeng Qiu. 1816
Domain Divergences: A Survey and Empirical Analysis  
Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan and Roger Zimmermann ... 1830
Target-Aware Data Augmentation for Stance Detection Yingjie Li and Cornelia Caragea 1850
End-to-end ASR to jointly predict transcriptions and linguistic annotations Motoi Omachi, Yuya Fujita, Shinji Watanabe and Matthew Wiesner 1861