SlowGuess/NAACL_2021_OCR huggingface dataset:
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula and Yejin Choi 4288
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley and Julian McAuley 4300
Progressive Generation of Long Text with Pretrained Language Models Bowen Tan, Zichao Yang, Maruan Al-Shedivat, Eric Xing and Zhiting Hu 4313
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain  
Ruochen Zhang and Carsten Eickhoff 4325
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation
Sarik Ghazarian, Zixi Liu, Akash S M, Ralph Weischedel, Aram Galstyan and Nanyun Peng. 4334
MultiOpEd: A Corpus of Multi-Perspective News Editorials
Siyi Liu, Sihao Chen, Xander Uytendaele and Dan Roth 4345
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality  
Mina Lee, Chris Donahue, Robin Jia, Alexander Iyabor and Percy Liang 4362
"I'm Not Mad": Commonsense Implications of Negation and Contradiction
Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula and Yejin Choi 4380
Identifying Medical Self-Disclosure in Online Communities  
Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea and Natalie Parde 4398
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction Federico Bianchi, Ciro Greco and Jacopo Tagliabue 4409
Finding Concept-specific Biases in Form-Meaning Associations  
Tiago Pimentel, Brian Roark, Søren Wichmann, Ryan Cotterell and Damián Blasi 4416
How (Non-)Optimal is the Lexicon? Tiago Pimentel, Irene Nikkarinen, Kyle Mahowald, Ryan Cotterell and Damián Blasi 4426
Word Complexity is in the Eye of the Beholder  
Sian Gooding, Ekaterina Kochmar, Seid Muhie Yimam and Chris Biemann 4439
Linguistic Complexity Loss in Text-Based Therapy Jason Wei, Kelly Finn, Emma Templeton, Thalia Wheatley and Soroush Vosoughi 4450
Ab Antiquo: Neural Proto-language Reconstruction Carlo Meloni, Shauli Ravfogel and Yoav Goldberg 4460
On Biasing Transformer Attention Towards Monotonicity Annette Rios, Chantal Amrhein, Noëmi Aepli and Rico Sennrich. 4474
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers  
Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz and Hannaneh Hajishirzi 4489
Constrained Multi-Task Learning for Event Coreference Resolution Jing Lu and Vincent Ng 4504
Adithya V Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu and H. Andrew Schwartz 4515
Hyun Gi Lee, Evan Sholle, Ashley Beecy, Subhi Al'Aref and Yifan Peng 4533
Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha, Debanjan Mahata and Haimin Zhang. 4539
Data and Model Distillation as a Solution for Domain-transferrable Fact Verification
Mitch Paul Mithun, Sandeep Suntwal and Mihai Surdeanu 4546
Ankith Uppunda, Susan Cochran, Jacob Foster, Alina Arseniev-Koehler, Vickie Mays and Kai-Wei Chang. 4553
Hossein Rajaby Faghihi and Parisa Kordjamshidi 4560
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop
Vikas Yadav, Steven Bethard and Mihai Surdeanu 4571
Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning and Parisa Kordjamshidi 4582
Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith and Matt Gardner 4599
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren and William Cohen 4611
Hui Wan, Song Feng, Chulaka Gunasekara, Siva Sankalp Patel, Sachindra Joshi and Luis Lastras 4626
Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber and Hal Daumé III 4635
Syrielle Montariol, Matej Martinc and Lidia Pivovarova 4642
Aina Garí Soler and Marianna Apidianaki 4653
Edoardo Barba, Tommaso Pasini and Roberto Navigli 4661
Xiaoyu Tong, Ekaterina Shutova and Martha Lewis 4673
Constructing Taxonomies from Pretrained Language Models Catherine Chen, Kevin Lin and Dan Klein 4687
Event Representation with Sequential, Semi-Supervised Discrete Variables  
Mehdi Rezaee and Francis Ferraro 4701
Seq2Emo: A Sequence to Multi-Label Emotion Classification Model  
Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou and Osmar Zaïane  
4717
Knowledge Enhanced Masked Language Model for Stance Detection  
Kornraphop Kawintiranon and Lisa Singh 4725
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion  
Zakaria Aldeneh, Matthew Perez and Emily Mower Provost 4736
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke, Hu Xu and Bing Liu 4746
Adversarial Learning for Zero-Shot Stance Detection on Social Media Emily Allaway, Malavika Srikanth and Kathleen McKeown. 4756
Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters Ramakanth Pasunuru, Mengwen Liu, Mohit Bansal, Sujith Ravi and Markus Dreyer 4768
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal and Jianfeng Gao 4780
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization  
Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker and Noémie Elhadad 4794
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni, Vidhisha Balachandran and Yulia Tsvetkov. 4812
GSum: A General Framework for Guided Neural Abstractive Summarization  
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang and Graham Neubig 4830
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman and George Dahl 4843
TuringAdvice: A Generative and Dynamic Evaluation of Language Use  
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi and Yejin Choi. 4856
Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam and Rajiv Ratn Shah. 4881
Self Promotion in US Congressional Tweets Jun Wang, Kelly Cui and Bei Yu 4893
Profiling of Intertextuality in Latin Literature Using Word Embeddings Patrick J. Burns, James Brofos, Kyle Li, Pramit Chaudhuri and Joseph P. Dexter 4900
Identifying inherent disagreement in natural language inference  
Xinliang Frederick Zhang and Marie-Catherine de Marneffe 4908
Modeling Human Mental States with an Entity-based Narrative Graph I-Ta Lee, Maria Leonor Pacheco and Dan Goldwasser 4916
A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation  
Yan Zeng and Jian-Yun Nie. 4927
Hurdles to Progress in Long-form Question Answering
Kalpesh Krishna, Aurko Roy and Mohit Iyyer 4940
ENTRUST: Argument Reframing with Language Models and Entailment  
Tuhin Chakrabarty, Christopher Hidey and Smaranda Muresan 4958
Paragraph-level Simplification of Medical Texts Ashwin Devaraj, Iain Marshall, Byron Wallace and Junyi Jessy Li 4972
An Empirical Study on Neural Keyphrase Generation  
Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler and Daqing He 4985
Attention Head Masking for Inference Time Content Selection in Abstractive Summarization Shuyang Cao and Lu Wang 5008
Factual Probing Is [MASK]: Learning vs. Learning to Recall  
Zexuan Zhong, Dan Friedman and Danqi Chen 5017
Evaluating Saliency Methods for Neural Language Models Shuoyang Ding and Philipp Koehn 5034
Contextualized Perturbation for Textual Adversarial Attack  
Dianqi Li, Yizhe Zhang, Hao Peng, Liqu Chen, Chris Brockett, Ming-Ting Sun and Bill Dolan 5053
DirectProbe: Studying Representations without Classifiers Yichu Zhou and Vivek Srikumar 5070
Evaluating the Values of Sources in Transfer Learning
Md Rizwan Parvez and Kai-Wei Chang 5084
Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications Daniel Bis, Maksim Podkorytov and Xiwen Liu 5117
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies Tianyi Zhang and Tatsunori Hashimoto 5131
Limitations of Autoregressive Models and Their Alternatives  
Chu-Cheng Lin, Aaron Jaech, Xin Li, Matthew R. Gormley and Jason Eisner 5147
On the Transformer Growth for Progressive BERT Training  
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen and Jiawei Han 5174
Revisiting Simple Neural Probabilistic Language Models Simeng Sun and Mohit Iyyer 5181
ReadTwice: Reading Very Large Documents with Memories  
Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong, Philip Pham, Ilya Eckstein and Fei Sha. 5189
SCRIPT: Self-Critic PreTraining of Transformers
Erik Nijkamp, Bo Pang, Ying Nian Wu and Caiming Xiong 5196
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts  
Guanghui Qin and Jason Eisner 5203
Nutri-bullets Hybrid: Consensual Multi-document Summarization
Darsh Shah, Lili Yu, Tao Lei and Regina Barzilay 5213
AVA: an Automatic eValuation Approach for Question Answering Systems
Thuy Vu and Alessandro Moschitti 5223
SpanPredict: Extraction of Predictive Document Spans with Neural Attention Vivek Subramanian, Matthew Engelhard, Sam Berchuck, Liquin Chen, Ricardo Henao and Lawrence Carin 5234
Text Editing by Command  
Felix Faltings, Michel Galley, Gerald Hintz, Chris Brockett, Chris Quirk, Jianfeng Gao and Bill Dolan 5259
A Deep Metric Learning Approach to Account Linking  
Aleem Khan, Elizabeth Fleming, Noah Schofield, Marcus Bishop and Nicholas Andrews ..... 5275
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura, Yuhao Zhang, Emily Tsai, Curtis Langlotz and Dan Jurafsky 5288
Multimodal End-to-End Sparse Model for Emotion Recognition
Wenliang Dai, Samuel Cahyawijaya, Zihan Liu and Pascale Fung 5305
MIMOQA: Multimodal Input Multimodal Output Question Answering  
Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba and Balaji Vasan  
Srinivasan 5317
OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding  
Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston Hsu and Wen-Chin Chen 5333
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions  
Lianian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang and Kai-Wei Chang. 5339
Multitasking Inhibits Semantic Drift Athul Paul Jacob, Mike Lewis and Jacob Andreas 5351
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco, Rowan Zellers, Ali Farhadi and Hannaneh Hajishirzi 5367
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification Ishani Mondal. 5378
Targeted Adversarial Training for Natural Language Understanding
Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao and Ichiro Kobayashi . 5385
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection  
Xu Guo, Boyang Li, Han Yu and Chunyan Miao 5394
Jingfei Du, Edouard Grave, Belize Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov and Alexis Conneau 5408
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew O. Arnold and Bing Xiang 5419
Xingwu Sun, Yanling Cui, Hongyin Tang, Qiuyu Zhu, Fuzheng Zhang and Beihong Jin 5431
Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang and Tat-Seng Chua 5441
Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun and Bin He 5453
Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang and Xuanjing Huang 5467
Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih and Madian Khabsa 5479
Honai Ueoka, Yugo Murawaki and Sadao Kurohashi 5486
Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng and Shiqi Xu 5493
Miikka Silfverberg, Francis Tyers, Garrett Nicolai and Mans Hulden. 5501
Zhen Ke, Liang Shi, Songtao Sun, Erli Meng, Bin Wang and Xipeng Qiu 5514
Hua Zheng, Damai Dai, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang and Yang Liu 5524
Shohei Higashiyama, Masao Utiyama, Taro Watanabe and Eiichiro Sumita 5532
Nikolay Malkin, Sameera Lanka, Pranav Goel, Sudha Rao and Nebojsa Jojic 5542
Wenxi Li, Yiyang Hou, Yajie Ye, Li Liang and Weiwei Sun 5554
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu and Kai Yu 5567
Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A
Case Study on Discourse Relation Analysis
Hirokazu Kiyomaru and Sadao Kurohashi 5578
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo and Radu Florian 5585
Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos and Ahmed Hassan Awadallah 5599
Xuchao Zhang, Bo Zong, Wei Cheng, Jingchao Ni, Yanchi Liu and Haifeng Chen. 5611
Haolan Zhan, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Yongjun Bao and Yanyan Lan..5621
Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Hong Xu and Weiran Xu 5631
Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou
Yu, Andrea Madotto, Eunjoon Cho and Rajen Subba 5640
Bishal Santra, Potnuru Anusha and Pawan Goyal 5649
Huda Khayrallah and Joao Sedoc 5659
Youri Xu, Haihong E, Meina Song, wenyu song, Xiaodong Lv, wang haotian and yang jinrui.5671
Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin and Maosong Sun
Yubo Chen, Yunqi Zhang, Changran Hu and Yongfeng Huang 5694
Xuan Zhou, Xiao Zhang, Chenyang Tao, Junya Chen, Bing Xu, Wei Wang and Jing Xiao . . . 5704
Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He and Bowen Zhou 5717
Tulika Saha, Apoorva Upadhyaya, Sriparna Saha and Pushpak Bhattacharyya 5727
Quanyu Long, Mingxuan Wang and Lei Li 5738
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai and Jiajun CHEN. 5749
Abhirut Gupta, Aditya Vavre and Sunita Sarawagi 5760
Rethinking Perturbations in Encoder-Decoders for Fast Training
Sho Takase and Shun Kiyono 5767
Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model  
Amane Sugiyama and Naoki Yoshinaga. 5781
Machine Translated Text Detection Through Text Similarity with Round-Trip Translation
Hoang-Quoc Nguyen-Son, Tran Thao, Seira Hidano, Ishita Gupta and Shinsaku Kiyomoto . 5792
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference Deming Ye, Yankai Lin, Yufei Huang and Maosong Sun 5798
Breadth First Reasoning Graph for Multi-hop Question Answering Yongjie Huang and Meng Yang 5810
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang and Daxin Jiang. 5822
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering  
Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu and Haifeng Wang. 5835
DAGN: Discourse-Aware Graph Network for Logical Reasoning  
Yinya Huang, Meng Fang, Yu Cao, Liwei Wang and Xiaodan Liang 5848
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering Sohee Yang and Minjoon Seo 5856
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan and William Yang Wang 5866
Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents Peng Cui and Le Hu 5881
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization  
Tiezheng Yu, Zihan Liu and Pascale Fung 5892
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu and Dragomir Radev 5905
MM-AVS: A Full-Scale Dataset for Multi-modal Summarization  
Xiyan Fu, Jun Wang and Zhenglu Yang 5922
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization  
Chenguang Zhu, Yang Liu, Jie Mei and Michael Zeng. 5927
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen, Fan Zhang, Kazoo Sone and Dan Roth 5935
Inference Time Style Control for Summarization Shuyang Cao and Lu Wang 5942
Mon 07 Jun 2021 (all times PDT, UTC-7)
08:00-09:00 Keynote
09:00-10:20 1A: Information Extraction
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs Shuai Zhang, Xi Rao, Yi Tay and Ce Zhang
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors  
Fenia Christopoulou, Makoto Miwa and Sophia Ananiadou
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
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction  
Zixuan Zhang and Heng Ji
A Frustratingly Easy Approach for Entity and Relation Extraction  
Zexuan Zhong and Danqi Chen
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
09:00-10:20 1B: Interpretability and Analysis of Models for NLP
Hongfei Xu, Josef van Genabith, Qiuhui Liu and Deyi Xiong
Aviv Slobodkin, Leshem Choshen and Omri Abend
Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz and Michael Elhadad
Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena Jäger and Lisa Beinborn
Rowan Hall Maudslay and Ryan Cotterell
Jennifer C. White, Tiago Pimentel, Naomi Saphra and Ryan Cotterell
Eric Wallace, Tony Zhao, Shi Feng and Sameer Singh
Mon 07 Jun 2021 (all times PDT, UTC-7) (continued)
09:00-10:20 1C: Machine Translation
Vilém Zouhar, Michal Novák, Matúš Žilinec, Ondřej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia and Lisa Yankovskaya
Data Filtering using Cross-Linguual Word Embeddings
Christian Herold, Jan Rosendahl, Joris Vanvinckenroye and Hermann Ney
Alexandra Chronopoulou, Dario Stojanovski and Alexander Fraser
Uri Shaham and Omer Levy
Qi Liu, Matt Kusner and Phil Blunsom
Nikzad Khani, Isidora Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch and Derry Tanti Wijaya
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Saloni Potdar and Mo Yu
09:00-10:20 1D: NLP Applications
Amir Hadifar, Sofie Labat, Veronique Hoste, Chris Develder and Thomas De-meester
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos and Prodromos Malakasiotis
Ohad Rozen, David Carmel, Avihai Mejer, Vitaly Mirkis and Yftah Ziser
Andrei Manolache, Florin Brad and Elena Burceanu
Nadezhda Chirkova and Sergey Troshin
Dingmin Wang, Chenghua Lin, Qi Liu and Kam-Fai Wong
09:00-10:20 1E: Sentence-level Semantics and Textual Inference
Ohad Rubin and Jonathan Berant
Luigi Procopio, Rocco Tripodi and Roberto Navigli
Simone Conia, Andrea Bacciu and Roberto Navigli
Julian Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Borschinger and Jordan Boyd-Graber
Bailin Wang, Mirella Lapata and Ivan Titov
10:20-11:40 2A: Language Generation
Benjamin Schiller, Johannes Daxenberger and Iryna Gurevych
Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin and Jingjing Liu
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
[TACL14] An Error Analysis Framework for Shallow Surface Realisation  
Shimorina, Anastasia, Parmentier, Yannick, Gardent, Claire
10:20-11:40 2B: Multilinguality
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models  
Benjamin Muller, Antonios Anastasopoulos, Benoit Sagot and Djamé Seddah
Multi-Adversarial Learning for Cross-Linguual Word Embeddings  
Haozhou Wang, James Henderson and Paola Merlo
Multi-view Subword Regularization Xinyi Wang, Sebastian Ruder and Graham Neubig
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
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning  
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig and Ahmed Hassan Awadallah
[TACL1] Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages  
Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
10:20-11:40 2C: Question Answering
Open Domain Question Answering over Tables via Dense Retrieval  
Jonathan Herzig, Thomas Müller, Syrine Krichene and Julian Eisenschlos
Open-Domain Question Answering Goes Conversational via Question Rewriting  
Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman and Srinivas Chappidi
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang and Jure Leskovec
Akari Asai, Jungo Kasai, Jonathan Clark, Kenton Lee, Eunsol Choi and Hannaneh Hajishirzi
Tiancheng Zhao, Xiaopeng Lu and Kyusong Lee
[TACL12] Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant
10:20-11:40 2D: Special Theme: New Challenges in NLP
Michael Wiegand, Josef Ruppenhofer and Elisabeth Eder
Dirk Hovy and Diyi Yang
Dong Nguyen, Laura Rosseel and Jack Grieve
Emiel van Miltenburg, Chris van der Lee and Emiel Krahmer
Tal Schuster, Adam Fisch and Regina Barzilay
Avijit Thawani, Jay Pujara, Filip Ilievski and Pedro Szekely
10:20-11:40 2E: Summarization
Extending Multi-Document Summarization Evaluation to the Interactive Setting  
Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer and Ido Dagan
Identifying Helpful Sentences in Product Reviews  
Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy and Eugene Agichtein
Noisy Self-Knowledge Distillation for Text Summarization  
Yang Liu, Sheng Shen and Mirella Lapata
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Finetuning and Data Augmentation  
Alexander Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev and Yashar Mehdad
Enhancing Factual Consistency of Abstractive Summarization  
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang and Meng Jiang
[TACL6] Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata
11:40-13:00 3A: Dialogue and Interactive Systems
Few-shot Intent Classification and Slot Filling with Retrieved Examples  
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat and Qi Li
"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses Emily Sheng, Kai-Wei Chang, Prem Natarajan and Nanyun Peng
Human-like informative conversations: Better acknowledgements using conditional mutual information  
Ashwin Paranjape and Christopher Manning
A Comparative Study on Schema-Guided Dialogue State Tracking  
Jie Cao and Yi Zhang
Jie Wu, Ian Harris and Hongzhi Zhao
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel and Jason Weston
11:40-13:00 3B: Information Extraction
Yogarshi Vyas and Miguel Ballesteros
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng and Ahmed Hassan Awadallah
Aman Madaan and Yiming Yang
Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine
Li and Andrew McCallum
Sha Li, Heng Ji and Jiawei Han
Xinya Du, Alexander Rush and Claire Cardie
11:40-13:00 3C: Interpretability and Analysis of Models for NLP
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models  
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiumiang Gu, Tong Sun and Xia Hu
On Attention Redundancy: A Comprehensive Study  
Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan and Kenneth Church
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg and Byron Wallace
Low-Complexity Probing via Finding Subnetworks  
Victor Sanh and Alexander Rush