SlowGuess/NAACL_2021_OCR huggingface dataset:
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation  
Hirofumi Inaguma, Tatsuya Kawahara and Shinji Watanabe. 1872
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze and Shinji Watanabe 1882
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding Yu-An Chung, Chenguang Zhu and Michael Zeng 1897
Worldly Wise (WoW) - Cross-Linguual Knowledge Fusion for Fact-based Visual Spoken-Question Answering  
Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson and Chang Yoo 1908
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment  
Ethan A. Chi, Julian Salazar and Katrin Kirchhoff 1920
Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis  
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu and Dongyan Zhao 1928
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network Haoran Wu, Wei Chen, Shuang Xu and Bo Xu 1942
Personalized Response Generation via Generative Split Memory Network Yuwei Wu, Xuezhe Ma and Diyi Yang 1956
Towards Few-shot Fact-Checking via Perplexity Nayeon Lee, Yejin Bang, Andrea Madotto and Pascale Fung 1971
Active $^2$  Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation  
Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir and Ambedkar Dukkipati 1982
Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming  
Soham Datta, Prabir Mallick, Sangameshwar Patil, Indrajit Bhattacharya and Girish Palshikar 1996
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!  
Xuanli He, Lingjuan Lyu, Lichao Sun and Qiongkai Xu 2006
A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models  
Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun and Bin He. 2013
Masked Conditional Random Fields for Sequence Labeling Tianwen Wei, Jianwei Qi, Shenghuan He and Songtao Sun 2024
Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun and Weiming Lu 2036
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun and Bin He 2048
DA-Transformer: Distance-aware Transformer  
Chuhan Wu, Fangzhao Wu and Yongfeng Huang 2059
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction  
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang and Wei Wu. 2069
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel, Satwik Bhattachamishra and Navin Goyal 2080
WRIME: A New Dataset for Emotional Intensity Estimation with Subjective and Objective Annotations Tomoyuki Kajiwara, Chenhui Chu, Noriko Takemura, Yuta Nakashima and Hajime Nagahara 2095
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights  
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin and Kyomin Jung 2105
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer  
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov and Louis-Philippe Morency 2116
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge  
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley and Furu Wei 2139
COVID-19 Named Entity Recognition for Vietnamese
Thinh Hung Truong, Mai Hoang Dao and Dat Quoc Nguyen 2146
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak, Andrew Turpin and Lea Frermann 2154
Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism Shraey Bhatia, Joy Han Lau and Timothy Baldwin 2167
Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah and Lucie Flek 2176
WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia  
Kokil Jaidka, Andrea Ceolin, Iknoor Singh, Niyati Chhaya and Lyle Ungar 2191
The structure of online social networks modulates the rate of lexical change  
Jian Zhu and David Jurgens 2201
Modeling Framing in Immigration Discourse on Social Media Julia Mendelsohn, Ceren Budak and David Jurgens 2219
Modeling the Severity of Complaints in Social Media  
Mali Jin and Nikolaos Aletras 2264
What About the Precedent: An Information-Theoretic Analysis of Common Law
Josef Valvoda, Tiago Pimentel, Niklas Stoehr, Ryan Cotterell and Simone Teufel 2275
Introducing CAD: the Contextual Abuse Dataset Bertie Vidgen, Dong Nguyen, Helen Margetts, Patricia Rossini and Rebekah Tromble 2289
Lifelong Learning of Hate Speech Classification on Social Media Jing Qian, Hong Wang, Mai ElSherief and Xifeng Yan 2304
Dorottya Demszky, Devyani Sharma, Jonathan Clark, Vinodkumar Prabhakaran and Jacob Eisenstein 2315
Timo Schick and Hinrich Schütze 2339
Philipp Dufter, Nora Kassner and Hinrich Schütze 2353
Xutan Peng, Guanyi Chen, Chenghua Lin and Mark Stevenson 2364
Rethinking Network Pruning – under the Pre-train and Fine-tune Paradigm
Dongkuan Xu, Ian En-Hsu Yen, Jinxi Zhao and Zhibin Xiao 2376
Andrew Silva, Pradyumna Tambwekar and Matthew Gombolay 2383
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap and Dan Klein . . . 2390
Debora Nozza, Federico Bianchi and Dirk Hovy 2398
Shailza Jolly, Sandro Pezzelle and Moin Nabi 2407
Zineng Tang, Jie Lei and Mohit Bansal 2415
Adyasha Maharana, Darryl Hannan and Mohit Bansal 2427
Multilingual Multimodal Pre-training for Zero-Shot Cross-Linguual Transfer of Vision-Language Models
Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze and Alexander Hauptmann 2443
Arka Sadhu, Kan Chen and Ram Nevatia 2460
Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanović, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi and Barbara Plank 2479
Alon Eirew, Arie Cattan and Ido Dagan 2498
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 Roktaschel and Sebastian Riedel 2523
Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen and Dietrich Klakow 2545
Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri and Jens Lehmann 2569
Constantinos Karouzos, Georgios Paraskevopoulos and Alexandros Potamianos 2579
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy and Massimo Poesio 2591
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav and Andrew McCallum 2598
Lingxiao Wang, Kevin Huang, Tengyu Ma, Quanquan Gu and Jing Huang 2609
Tianze Shi, Adrian Benton, Igor Malioutov and Ozan Irsoy 2616
Teven Le Scao and Alexander Rush 2627
Adi Haviv, Lior Vassertail and Omer Levy 2637
Ben Peters and Andre F. T. Martins 2642
Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray and Kai-Wei Chang 2655
Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu and Hongxia Jin 2669
Nadezhda Chirkova 2679
Cross-Linguual Word Embedding Refinement by  $\ell_1$  Norm Optimisation
Xutan Peng, Chenghua Lin and Mark Stevenson 2690
Chieh-Yang Huang and Ting-Hao Huang 2702
MUSER: Multimodal Stress detection using Emotion Recognition as an Auxiliary Task
Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien and Rada Mihalcea . 2714
Learning to Decompose and Organize Complex Tasks  
Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White and Dan Roth. 2726
Continual Learning for Text Classification with Information Disentanglement Based Regularization  
Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang and Diyi Yang 2736
Learning from Executions for Semantic Parsing  
Bailin Wang, Mirella Lapata and Ivan Titov 2747
Learning to Synthesize Data for Semantic Parsing  
Bailin Wang, Wenpeng Yin, Xi Victoria Lin and Caiming Xiong 2760
Edge: Enriching Knowledge Graph Embeddings with External Text Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan Rossi, Nedim Lipka and Sheng Li 2767
FLIN: A Flexible Natural Language Interface for Web Navigation  
Sahisnu Mazumder and Oriana Riva 2777
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index Roma Patel, Marta Garnelo, Ian Gemp, Chris Dyer and Yoram Bachrach 2789
Incorporating External Knowledge to Enhance Tabular Reasoning J. Neeraja, Vivek Gupta and Vivek Srikumar 2799
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson and Jacob Andreas. 2810
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 2824
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification
Andrew Moore and Jeremy Barnes 2838
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Gabriele Pergola, Lin Gui and Yulan He 2870
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 2884
Emotion-Infused Models for Explainable Psychological Stress Detection Elsbeth Turcan, Smaranda Muresan and Kathleen McKeown 2895
Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble  
Yuanhe Tian, Guimin Chen and Yan Song 2910
Supertagging-based Parsing with Linear Context-free Rewriting Systems Thomas Ruprecht and Richard Morbitz 2923
Outside Computation with Superior Functions  
Parker Riley and Daniel Gildea 2936
Learning Syntax from Naturally-Occurring Bracketings  
Tianze Shi, Ozan İrsoy, Igor Malioutov and Lillian Lee 2941
Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston and Emily Dinan. 2950
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan and Marjan Ghazvininejad. 2969
Shikib Mehri and Mihail Eric 2979
Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen and Yefeng Zheng .... 2993
Derek Chen, Howard Chen, Yi Yang, Alexander Lin and Zhou Yu 3002
Prakhar Gupta, Jeffrey Bigham, Yulia Tsvetkov and Amy Pavel 3018
Luyu Gao, Zhuyun Dai and Jamie Callan 3030
Zihan Wang, Dheeraj Mekala and Jingbo Shang 3043
Aaron Mueller and Mark Dredze 3054
Wilson Fearn, Orion Weller and Kevin Seppi 3069
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo and Yongfeng Zhang 3083
Sergey Volokhin, Joyce Ho, Oleg Rokhlenko and Eugene Agichtein 3091
Shunyu Yao, Karthik Narasimhan and Matthew Hausknecht 3097
Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh and Ramprasaath R. Selvaraju... 3103
Tsu-Jui Fu and William Yang Wang 3112
Jihyung Kil and Wei-Lun Chao 3117
Leticia Farias Wanderley, Nicole Zhao and Carrie Demmans Epp 3129
SentSim: Crosslingual Semantic Evaluation of Machine Translation  
Yurun Song, Junchen Zhao and Lucia Specia 3143
Quality Estimation for Image Captions Based on Large-scale Human Evaluations  
Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma and Radu Soricut 3157
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems  
Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale Lucas, Jonathan May and Jonathan Gratch3167
News Headline Grouping as a Challenging NLU Task Philippe Laban, Lucas Bandarkar and Marti A. Hearst 3186
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer Eleftheria Briakou, Di Lu, Ke Zhang and Joel Tetreault. 3199
Grouping Words with Semantic Diversity  
Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos and Jia Xu 3217
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua, Xingjian Li, Dejing Dou, Chengzhong Xu and Jiebo Luo 3229
FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models  
Xiaoan Ding and Kevin Gimpel 3242
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li and Philip Yu 3259
Knowledge Guided Metric Learning for Few-Shot Text Classification  
Dianbo Sui, Yubo Chen, Binjie Mao, Delai Qiu, Kang Liu and Jun Zhao 3266
Ensemble of MRR and NDCG models for Visual Dialog
Idan Schwartz 3272
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents Iryna Haponchyk and Alessandro Moschitti 3364
ConVEx: Data-Efficient and Few-Shot Slot Labeling Matthew Henderson and Ivan Vulic 3375
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 3390
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems
Piyawat Lertvittayakumjorn, Daniele Bonadiman and Saab Mansour 3407
Clipping Loops for Sample-Efficient Dialogue Policy Optimisation  
Yen-Chen Wu and Carl Edward Rasmussen 3420
Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction Ian Wood, Mark Johnson and Stephen Wan 3429
Noisy-Labeled NER with Confidence Estimation  
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang and Sheng Gao3437
TABBIE: Pretrained Representations of Tabular Data  
Hiroshi Iida, Dung Thai, Varun Manjunatha and Mohit Iyyer 3446
Better Feature Integration for Named Entity Recognition Lu Xu, Zhanming Jie, Wei Lu and Lidong Bing 3457
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen and Cheng-Te Li 3470
Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures
Minh Tran Phu and Thien Huu Nguyen 3480
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 3491
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus
Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu N and Abhilasha Sancheti. 3500
FUDGE: Controlled Text Generation With Future Discriminators  
Kevin Yang and Dan Klein 3511
Controllable Text Simplification with Explicit Paraphrasing  
Mounica Maddela, Fernando Alva-Manchego and Wei Xu 3536
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pretraining Oshin Agarwal, Heming Ge, Siamak Shakeri and Rami Al-Rfou 3554
Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models  
Elizabeth Clark and Noah A. Smith 3566
InfoXLM: An Information-Theoretic Framework for Cross-Linguual 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 3576
Context-Interactive Pre-Training for Document Machine Translation Pengcheng Yang, Pei Zhang, Boxing Chen, Jun Xie and Weihua Luo 3589
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan and Shafiq Joty 3596
X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering  
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren and Jonathan May 3617
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu, Melvin Johnson, Orhan First, Aditya Siddhant and Graham Neubig 3633
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval  
Hongliang Fei, Tan Yu and Ping Li 3644
Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks  
Iacer Calixto, Alessandro Raganato and Tommaso Pasini 3651
multiRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha, Prateek Yadav and Mohit Bansal 3662
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge Pat Verga, Haitian Sun, Livio Baldini Soares and William Cohen 3678
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images
Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang and Chitta Baral 3692
Refining Targeted Syntactic Evaluation of Language Models  
Benjamin Newman, Kai-Siang Ang, Julia Gong and John Hewitt 3710
Universal Adversarial Attacks with Natural Triggers for Text Classification
Liwei Song, Xinwei Yu, Hsuan-Tung Peng and Karthik Narasimhan 3724
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval Peiyang Liu, Sen Wang, Xi Wang, Wei Ye and Shikun Zhang 3734
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack
Liwen Wang, Yuanmeng Yan, Keqing He, Yanan Wu and Weiran Xu 3740
An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls Ramit Sawhney, Arshiya Aggarwal and Rajiv Ratn Shah 3751
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing Boaz Shmueli, Jan Fell, Soumya Ray and Lun-Wei Ku 3758
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning  
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves and Xiang Ren. 3770
Case Study: Deontological Ethics in NLP Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov and Alan W Black 3784
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa, Victor Ruhle, Taylor Berg-Kirkpatrick and Robert Sim 3799
On the Impact of Random Seeds on the Fairness of Clinical Classifiers Silvio Amir, Jan-Willem van de Meent and Byron Wallace 3808
Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures Caitlin Doogan and Wray Buntine 3824
Discourse Probing of Pretrained Language Models  
Fajri Koto, Jey Han Lau and Timothy Baldwin 3849
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost  
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai and Tie-Yan Liu3865
tWT-WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets Ayush Kaushal, Avirup Saha and Niloy Ganguly 3879
Learning to Learn to be Right for the Right Reasons  
Pride Kavumba, Benjamin Heinzerling, Ana Brassard and Kentaro Inui 3890
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang and Cho-Jui Hsieh 3899
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks  
Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, Chulaka Gunasekara, Sachindra Joshi and Yangfeng Ji. 3917
Almost Free Semantic Draft for Neural Machine Translation Xi Ai and Bin Fang 3931
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation Shuhao Gu, Yang Feng and Wanying Xie 3942
Multi-Hop Transformer for Document-Level Machine Translation Long Zhang, Tong Zhang, Haibo Zhang, Baosong Yang, Wei Ye and Shikun Zhang 3953
Continual Learning for Neural Machine Translation Yue Cao, Hao-Ran Wei, Boxing Chen and Xiaojun Wan 3964
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao ..... 3975
Smart-Start Decoding for Neural Machine Translation  
Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li and Ming Zhou 3982
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation  
Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael Lyu and Xing Wang 3989
ER-AE: Differentially Private Text Generation for Authorship Anonymization
Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung and Farkhund Iqbal 3997
Distantly Supervised Transformers For E-Commerce Product QA Happy Mittal, Aniket Chakrabarti, Belhassen Bayar, Animesh Anant Sharma and Nikhil Rasiwasia 4008
Quantitative Day Trading from Natural Language using Reinforcement Learning Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal and Rajiv Ratn Shah 4018
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation  
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Soojin Jang, Jaegul Choo and Youngbin Kim 4031
Modeling Diagnostic Label Correlation for Automatic ICD Coding Shang-Chi Tsai, Chao-Wei Huang and Yun-Nung Chen 4043
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents  
Mohammad Kachuee, Hao Yuan, Young-Bum Kim and Sungjin Lee 4053
A recipe for annotating grounded clarifications Luciana Benotti and Patrick Blackburn 4065
Grey-box Adversarial Attack And Defence For Sentiment Classification  
Ying Xu, Xu Zhong, Antonio Jimeno Yepes and Jey Han Lau 4078
How low is too low? A monolingual take on lemmatisation in Indian languages  
Kumar Saunack, Kumar Saurav and Pushpak Bhattacharyya 4088
Causal Effects of Linguistic Properties
Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch and Dhanya Sridhar 4095
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts and Adina Williams4110
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé and Harry Hochheiser 4125
Predicting Discourse Trees from Transformer-based Neural Summarizers
Wen Xiao, Patrick Huber and Giuseppe Carenini 4139
Probing for Bridging Inference in Transformer Language Models
Onkar Pandit and Yufang Hou 4153
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models Anne Beyer, Sharid Loaiciga and David Schlangen 4164
Stay Together: A System for Single and Split-antecedent Anaphora Resolution  
Juntao Yu, Nafise Sadat Moosavi, Silviu Paun and Massimo Poesio 4174
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness Florian Boudin and Ygor Gallina 4185
CoRT: Complementary Rankings from Transformers Marco Wrzalik and Dirk Krechel 4194
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces  
Pankaj Gupta, Yatin Chaudhary and Hinrich Schütze 4205
Inductive Topic Variational Graph Auto-Encoder for Text Classification  
Qianqian Xie, Jimin Huang, Pan Du, Min Peng and Jian-Yun Nie. 4218
Self-Alignment Pretraining for Biomedical Entity Representations  
Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella and Nigel Collier. 4228
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren and Jiawei Han. 4239
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding
Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan and Nanyun Peng. 4250
On Learning Text Style Transfer with Direct Rewards Yixin Liu, Graham Neubig and John Wieting 4262
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W Black and Ruslan Salakhutdinov 4274