SlowGuess/ACL_2020_OCR huggingface dataset:
Graph-to-Tree Learning for Solving Math Word Problems  
Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao and Ee-Peng Lim ... 3928
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results Enrique Amigo, Julio Gonzalo, Stefano Mizzaro and Jorge Carrillo-de-Albornoz 3938
Adaptive Compression of Word Embeddings  
Yeachan Kim, Kang-Min Kim and SangKeun Lee 3950
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianielli, Marco Del Tredici and Raquel Fernandez 3960
Autoencoding Keyword Correlation Graph for Document Clustering
Billy Chiu, Sunil Kumar Sahu, Derek Thomas, Neha Sengupta and Mohammady Mahdy ..... 3974
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics Guy Emerson 3982
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance
Timo Schick and Hinrich Schütze 3996
CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages  
Tommaso Pasini, Federico Scozzafava and Bianca Scarlini 4008
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis
Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi and Jianxin Liao 4019
From Arguments to Key Points: Towards Automatic Argument Summarization  
Roy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav and Noam Slonim. 4029
GoEmotions: A Dataset of Fine-Grained Emotions Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade and Sujith Ravi 4040
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 Marlene Coulomb-Gully 4055
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis  
Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang and feng wu. .4067
Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou and Joakim Nivre 4077
Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing Daniel Fernández-González and Carlos Gómez-Rodríguez 4092
Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis  
Yajie Ye and Weiwei Sun 4100
Max-Margin Incremental CCG Parsing  
Miloš Stanojevic and Mark Steedman 4111
xlviii
Neural Reranking for Dependency Parsing: An Evaluation Bich-Ngoc Do and Ines Rehbein 4123
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting  
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu and Tiejun Zhao 4134
Analyzing analytical methods: The case of phonology in neural models of spoken language Grzegorz Chrupa, Bertrand Higy and Afra Alishahi 4146
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations  
Oana-Maria Camburu, Brendan Shillingford, Pasquale Minervini, Thomas Lukasiewicz and Phil Blunsom 4157
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT Zhiyong Wu, Yun Chen, Ben Kao and Qun Liu 4166
Probing for Referential Information in Language Models
Ionut-Teodor Sorodoc, Kristina Gulordava and Gemma Boleda. 4177
Quantifying Attention Flow in Transformers  
Samira Abnar and Willem Zuidema 4190
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? Alon Jacovi and Yoav Goldberg 4198
Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan and Balaraman Ravindran 4206
Tchebycheff Procedure for Multi-task Text Classification  
Yuren Mao, Shuang Yun, Weiwei Liu and Bo Du 4217
Modeling Word Formation in English-German Neural Machine Translation  
Marion Weller-Di Marco and Alexander Fraser 4227
Empowering Active Learning to Jointly Optimize System and User Demands  
Ji-Ung Lee, Christian M. Meyer and Iryna Gurevych 4233
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. 4248
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 4255
Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description  
Yakun Hu, Zhunchen Luo and Wenhan Chao 4265
Joint Modelling of Emotion and Abusive Language Detection
Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis and Ekaterina Shutova. 4270
xlix
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding  
Sebastian Weigelt, Vanessa Steurer, Tobias Hey and Walter F. Tichy 4280
Toxicity Detection: Does Context Really Matter? John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain and Ion Androutsopoulos . 4296
AMR Parsing with Latent Structural Information Qiji Zhou, Yue Zhang, Donghong Ji and Hao Tang 4306
TaPas: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Muller, Francesco Piccinno and Julian Eisenschlos 4320
Target Inference in Argument Conclusion Generation
Milad Alshomary, Shahbaz Syed, Martin Potthast and Henning Wachsmuth 4334
Multimodal Transformer for Multimodal Machine Translation
Shaowei Yao and Xiaojun Wan 4346
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. 4351
Towards Emotion-aided Multi-modal Dialogue Act Classification Tulika Saha, Aditya Patra, Sriparna Saha and Pushpak Bhattacharyya. 4361
Analyzing Political Parody in Social Media  
Antonios Maronikolakis, Danae Sánchez Villegas, Daniel Preotiuc-Pietro and Nikolaos Aletras4373
Masking Actor Information Leads to Fairer Political Claims Detection  
Erenay Dayanik and Sebastian Padó 4385
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? Kenneth Joseph and Jonathan Morgan 4392
"Who said it, and Why?" Provenance for Natural Language Claims Yi Zhang, Zachary Ives and Dan Roth 4416
Compositionality and Generalization In Emergent Languages  
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux and Marco Baroni 4427
ERASER: A Benchmark to Evaluate Rationalized NLP Models  
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher and Byron C. Wallace 4443
Learning to Faithfully Rationalize by Construction
Sarthak Jain, Sarah Wiegreffe, Yuval Pinter and Byron C. Wallace 4459
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset  
Xiang Yue, Bernal Jimenez Gutierrez and Huan Sun 4474
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian and Niranjan Balasubramanian 4487
Apoorv Saxena, Aditay Tripathi and Partha Talukdar 4498
Alexander Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati and Bing Xiang 4508
Vikas Yadav, Steven Bethard and Mihai Surdeanu 4514
Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black and Jason Eisner 4526
Jiangming Liu, Shay B. Cohen and Mirella Lapata 4547
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. 4555
Yang Trista Cao and Hal Daumé III 4568
Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong and Elke Rundensteiner 4596
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams and Ryan Cotterell 4609
Mikel Artetxe, Sebastian Ruder and Dani Yogatama 4623
John Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi and James Glass ... 4638
Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua and Yoav Shoham 4656
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoit Sagot and Lucia Specia 4668
Agostina Calabrese, Michele Bevilacqua and Roberto Navigli 4680
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian and Nathanael Chambers 4687
Kavya Srinet, Yacine Jernite, Jonathan Gray and arthur szlam 4693
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho and Jason Weston 4715
Yiyun Zhao and Steven Bethard 4729
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson and Anupam Datta 4748
Rishi Bommasani, Kelly Davis and Claire Cardie 4758
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig and Zachary C. Lipton....4782
Nur Geffen Lan, Emmanuel Chemla and Shane Steinert-Threlkeld 4794
Josef Klafka and Allyson Ettinger 4801
Hyounghun Kim, Zineng Tang and Mohit Bansal 4812
Jesse Mu, Percy Liang and Noah Goodman 4823
Shuning Jin, Sam Wiseman, Karl Stratos and Karen Livescu 4831
Xingyuan Pan, Maitrey Mehta and Vivek Srikumar 4843
Dan Iter, Kelvin Guu, Larry Lansing and Dan Jurafsky 4859
Angela Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadepta Dey and Bill
Dolan 4871
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston and Douwe Kiela . . . 4885
Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin and Sameer Singh 4902
Jeniya Tabassum, Mounica Maddela, Wei Xu and Alan Ritter 4913
Dian Yu, Kai Sun, Claire Cardie and Dong Yu 4927
Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren and Jiawei Han 4941
Katherine Stasaski, Grace Hui Yang and Marti A. Hearst 4958
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney and Daniel Weld 4969
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine
Nitika Mathur, Timothy Baldwin and Trevor Cohn 4984
Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray and Kai-Wei Chang 4998
Alex Wang, Kyunghyun Cho and Mike Lewis 5008
Jiacheng Xu, Zhe Gan, Yu Cheng and Jingjing Liu 5021
Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova and Katja Markert 5032
Faisal Ladhak, Bryan Li, Yaser Al-Onaizan and Kathleen McKeown 5043
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstract marization
Esin Durmus, He He and Mona Diab 5055
Xinnuo Xu, Ondrej Dušek, Jingyi Li, Verena Rieser and Ioannis Konstas 5071
Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii and Peter Szolovits 5082
Luyang Huang, Lingfei Wu and Lu Wang 5094
Yuhao Zhang, Derek Merck, Emily Tsai, Christopher D. Manning and Curtis Langlotz 5108
Revanth Rameshkumar and Peter Bailey 5121
Philippe Laban, Andrew Hsi, John Canny and Marti A. Hearst 5135
Arthur Bražinskas, Mirella Lapata and Ivan Titov 5151
liii
(Re) construing Meaning in NLP
Sean Trott, Tiago Timponi Torrent, Nancy Chang and Nathan Schneider 5170
Emily M. Bender and Alexander Koller 5185
Saif M. Mohammad 5199
Tal Linzen 5210
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu and Maosong Sun. 5218
Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe
Pang, Clara Vania, Katharina Kann and Samuel R. Bowman 5231
Deven Santosh Shah, H. Andrew Schwartz and Dirk Hovy 5248
Liuian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh and Kai-Wei Chang 5265
Justine Zhang and Cristian Danescu-Niculescu-Mizil 5276
Shrey Desai, Cornelia Caragea and Junyi Jessy Li 5290
Veronica Lynn, Niranjan Balasubramanian and H. Andrew Schwartz 5306
Shi Zong, Alan Ritter and Eduard Hovy 5317
Katherine Keith, David Jensen and Brendan O'Connor 5332
Keyon Vafa, Suresh Naidu and David Blei 5345
Maryam Davoodi, Eric Waltenburg and Dan Goldwasser 5358
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social
erences
Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu and Chris Pal .5369
Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang and Lu Wang 5374
Sebastian Schuster, Yuxing Chen and Judith Degen 5387
Najoung Kim, Song Feng, Chulaka Gunasekara and Luis Lastras 5404
Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel and Karen Livescu 5415
Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen and Dong Yu 5429
Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani and Xiang Ren. 5435
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez and Caiming Xiong 5443
Su Lin Blodgett, Solon Barocas, Hal Daumé III and Hanna Wallach 5454
Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith and Yejin Choi . . . 5477
Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong and Stephen Denuyl. 5491
Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov and LouisPhilippe Morency 5502
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar and Yiming Yang. 5516
Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina and Tal Linzen . . . 5523
Peter Hase and Mohit Bansal 5540
Xiaochuang Han, Byron C. Wallace and Yulia Tsvetkov 5553
Ethan A. Chi, John Hewitt and Christopher D. Manning 5564
Hanjie Chen, Guangtao Zheng and Yangfeng Ji 5578
Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant and Matt Gardner 5594
Kyle Swanson, Lili Yu and Tao Lei 5609
Benefits of Intermediate Annotations in Reading Comprehension Dheeru Dua, Sameer Singh and Matt Gardner 5627
Crossing Variational Autoencoders for Answer Retrieval
Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng and Meng Jiang 5635
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering  
Akari Asai and Hannaneh Hajishirzi 5642
On the Importance of Diversity in Question Generation for QA
Md Arafat Sultan, Shubham Chandel, Ramón Fernandez Astudillo and Vittorio Castelli 5651
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng, Ming-Wei Chang, Kenton Lee and Kristina Toutanova 5657
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations  
Xiang Kong, Varun Gangal and Eduard Hovy 5668
Selective Question Answering under Domain Shift  
Amita Kamath, Robin Jia and Percy Liang 5684
The Cascade Transformer: an Application for Efficient Answer Sentence Selection
Luca Soldaini and Alessandro Moschitti 5697
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering  
Changmao Li and Jinho D. Choi 5709
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses  
Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal and Dan Roth 5715
STARC: Structured Annotations for Reading Comprehension  
Yevgeni Berzak, Jonathan Malmaud and Roger Levy 5726
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge  
Hongming Zhang, Xinran Zhao and Yangqiu Song 5736
Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity Joseph Sirrianni, Xiaoqing Liu and Douglas Adams 5746
Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning  
Hongliang Fei and Ping Li 5759
Efficient Pairwise Annotation of Argument Quality Lukas Gienapp, Benno Stein, Matthias Hagen and Martin Potthast 5772
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification  
Nianzu Ma, Sahisnu Mazumder, Hao Wang and Bing Liu. 5782
OpinionDigest: A Simple Framework for Opinion Summarization  
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis and Wang-Chiew Tan 5789
lvi
A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks
Nastaran Babanejad, Ameeta Agrawal, Aijun An and Manos Papagelis 5799
Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness  
Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou and Zhonghai Wu 5811
Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation
Haoyu Song, Yan Wang, Wei-Nan Zhang, Xiaojiang Liu and Ting Liu 5821
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks  
YIPING SONG, Zequn Liu, Wei Bi, Rui Yan and Ming Zhang 5832
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le and Steven C.H. Hoi 5842
A Unified MRC Framework for Named Entity Recognition  
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu and Jiwei Li 5849
An Effective Transition-based Model for Discontinuous NER  
Xiang Dai, Sarvnaz Karimi, Ben Hachey and Cecile Paris 5860
IMoJIE: Iterative Memory-Based Joint Open Information Extraction  
Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, and Soumen Chakrabarti. 5871
Improving Event Detection via Open-domain Trigger Knowledge  
Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li and Jun Xie 5887
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Mahani Aljunied and Lidong Bing 5898
Multi-Cell Compositional LSTM for NER Domain Adaptation  
Chen Jia and Yue Zhang 5906
Pyramid: A Layered Model for Nested Named Entity Recognition
Jue WANG, Lidan Shou, Ke Chen and Gang Chen 5918
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding  
Zhiwen Xie, Guangyou Zhou, Jin Liu and Jimmy Xiangji Huang 5929
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents Daoyuan Chen, Yaliang Li, Kai Lei and Ying Shen. 5940
Simplify the Usage of Lexicon in Chinese NER  
Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei and Xuanjing Huang 5951
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation  
Yong Cheng, Lu Jiang, Wolfgang Macherey and Jacob Eisenstein 5961
Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns  
KayYen Wong, Sameen Maruf and Gholamreza Haffari 5971
Improving Neural Machine Translation with Soft Template Prediction  
Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li and Ming Zhou 5979
lvii
Tagged Back-translation Revisited: Why Does It Really Work? Benjamin Marie, Raphael Rubino and Atsushi Fujita 5990
WorseWER,butBetterBLEU?LeveragingWordEmbeddingasIntermediateinMultitaskEnd-to-End SpeechTranslation Shun-PoChuang,Tzu-Wei Sung,AlexanderH.LiuandHung-yiLee. 5998
Neural-DINF: A Neural Network based Framework for Measuring Document Influence  
Jie Tan, Changlin Yang, Ying Li, Siliang Tang, Chen Huang and Yueting Zhuang 6004
Paraphrase Generation by Learning How to Edit from Samples  
Amirhossein Kazemnejad, Mohammadreza Salehi and Mahdieh Soleymani Baghshah. 6010
Emerging Cross-lingual Structure in Pretrained Language Models  
Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer and Veselin Stoyanov 6022
FastBERT: a Self-distilling BERT with Adaptive Inference Time Weijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao, Haotang Deng and QI JU 6035
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu and Graham Neubig 6045
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network  
Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou,  
Daxin Jiang, Jiahai Wang and Jian Yin 6053
Word-level Textual Adversarial Attacking as Combinatorial Optimization  
Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu and Maosong Sun  
6066
Benchmarking Multimodal Regex Synthesis with Complex Structures  
Xi Ye, Qiaochu Chen, Isil Dillig and Greg Durrett 6081
Curriculum Learning for Natural Language Understanding Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie and Yongdong Zhang6095
Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka, Koji Mineshima, Daisuke Bekki and Kentaro Inui 6105
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang and Ming Zhou 6118
How to Ask Good Questions? Try to Leverage Paraphrases  
Xin Jia, Wenjie Zhou, Xu SUN and Yunfang Wu 6130
NeuInfer: Knowledge Inference on N-ary Facts
Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuzhuo Wang and Xueqi Cheng 6141
Neural Graph Matching Networks for Chinese Short Text Matching Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu and Kai Yu 6152
Neural Mixed Counting Models for Dispersed Topic Discovery  
Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang and Ziye Chen6159
lviii
Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang and Jian Yin 6170
Xinyu Xing, Xiaosheng Fan and Xiaojun Wan 6181
Zhenwen Li, Wenhao Wu and Sujian Li 6191
Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu and Xuanjing Huang . . . 6197
Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu and Xuanjing Huang 6209
Yue Cao, Hui Liu and Xiaojun Wan 6220
Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang and Junping Du 6232
Hanqi Jin, Tianming Wang and Xiaojun Wan 6244
Nikita Kitaev and Dan Klein 6255
Shuo Sun, Francisco Guzmán and Lucia Specia 6262
Ronen Tamari, Chen Shani, Tom Hope, Miriam R L Petruck, Omri Abend and Dafna Shahaf.6268
Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali and Monjit Choudhury 6282
James Henderson 6294
Markus Gartner and Kerstin Jung 6307
Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu and Jie Zhou.6322
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning
to Augment and Reweight
Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao and Dawei Yin. 6334
Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang and Ting Liu. 6344
Huimin Wang, Baolin Peng and Kam-Fai Wong 6355
lix
Jiaying Hu, Yan Yang, Chencai Chen, liang he and Zhou Yu 6366
JinYeong Bak and Alice Oh 6376
Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li and Guodong Zhou 6386
pratik Dutta and Sriparna Saha 6396
Ying Luo and Hai Zhao 6408
Yu Zhao, anxiang zhang, Ruobing Xie, Kang Liu and Xiaojie WANG. 6419
Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun and Jie Zhou. 6429
Yangming Li, Han Li, Kaisheng Yao and Xiaolong Li 6441
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno and Kentaro Inui 6452
Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu and Jun Zhao 6460
Juntao Yu, Bernd Bohnet and Massimo Poesio 6470
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao 6477
Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini and Prasad Tadepalli 6488
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao and Marc Najork 6495
Single-/Multi-Source Cross-Linguual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Borje Karlsson, Jian-Guang LOU and Biqing Huang 6505
Synchronous Double-channel Recurrent Network for Aspect-Oinion Pair Extraction
Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang and Ziming Chi 6515
Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut and Matthew Stone 6525