ACL - RankMe – RankMe

779 papers

Year	Title / Authors
2020	"None of the Above": Measure Uncertainty in Dialog Response Retrieval. Yulan Feng, Shikib Mehri, Maxine Eskénazi, Tiancheng Zhao
2020	"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition. Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang
2020	"Who said it, and Why?" Provenance for Natural Language Claims. Yi Zhang, Zachary G. Ives, Dan Roth
2020	"You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic Biases. Dirk Hovy, Federico Bianchi, Tommaso Fornaciari
2020	(Re)construing Meaning in NLP. Sean Trott, Tiago Timponi Torrent, Nancy Chang, Nathan Schneider
2020	2kenize: Tying Subword Sequences for Chinese Script Conversion. Pranav A, Isabelle Augenstein
2020	A Batch Normalized Inference Network Keeps the KL Vanishing Away. Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu
2020	A Call for More Rigor in Unsupervised Cross-lingual Learning. Mikel Artetxe, Sebastian Ruder, Dani Yogatama, Gorka Labaka, Eneko Agirre
2020	A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle. Shyh-Shiun Hung, Hen-Hsen Huang, Hsin-Hsi Chen
2020	A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks. Nastaran Babanejad, Ameeta Agrawal, Aijun An, Manos Papagelis
2020	A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking. Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, Jie Zhou
2020	A Corpus for Large-Scale Phonetic Typology. Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W. Black, Jason Eisner
2020	A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers. Shen-Yun Miao, Chao-Chun Liang, Keh-Yih Su
2020	A Formal Hierarchy of RNN Architectures. William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
2020	A Frame-based Sentence Representation for Machine Reading Comprehension. Shaoru Guo, Ru Li, Hongye Tan, Xiaoli Li, Yong Guan, Hongyan Zhao, Yueping Zhang
2020	A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization. Dongfang Xu, Zeyu Zhang, Steven Bethard
2020	A Generative Model for Joint Natural Language Understanding and Generation. Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang, David Vandyke
2020	A Girl Has A Name: Detecting Authorship Obfuscation. Asad Mahmood, Zubair Shafiq, Padmini Srinivasan
2020	A Graph Auto-encoder Model of Derivational Morphology. Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2020	A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction. Shuo Ren, Shujie Liu, Ming Zhou, Shuai Ma
2020	A Joint Model for Document Segmentation and Segment Labeling. Joe Barrow, Rajiv Jain, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik
2020	A Joint Neural Model for Information Extraction with Global Features. Ying Lin, Heng Ji, Fei Huang, Lingfei Wu
2020	A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal. Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover, Georgiana Ifrim
2020	A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation. Jan Deriu, Katsiaryna Mlynchyk, Philippe Schläpfer, Álvaro Rodrigo, Dirk Von Gruenigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak
2020	A Mixture of h - 1 Heads is Better than h Heads. Hao Peng, Roy Schwartz, Dianqi Li, Noah A. Smith
2020	A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages. Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot
2020	A Multi-Perspective Architecture for Semantic Code Search. Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier
2020	A Multitask Learning Approach for Diacritic Restoration. Sawsan Alqahtani, Ajay Mishra, Mona T. Diab
2020	A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang
2020	A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation. Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo
2020	A Prioritization Model for Suicidality Risk Assessment. Han-Chin Shing, Philip Resnik, Douglas W. Oard
2020	A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing. Kartik Goyal, Chris Dyer, Christopher N. Warren, Max G'Sell, Taylor Berg-Kirkpatrick
2020	A Re-evaluation of Knowledge Graph Completion Methods. Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang
2020	A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan
2020	A Reinforced Generation of Adversarial Examples for Neural Machine Translation. Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
2020	A Relational Memory-based Embedding Model for Triple Classification and Search Personalization. Dai Quoc Nguyen, Tuan Nguyen, Dinh Phung
2020	A Relaxed Matching Procedure for Unsupervised BLI. Xu Zhao, Zihao Wang, Yong Zhang, Hao Wu
2020	A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation. Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma
2020	A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction. Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang
2020	A Simple and Effective Unified Encoder for Document-Level Machine Translation. Shuming Ma, Dongdong Zhang, Ming Zhou
2020	A Span-based Linearization for Constituent Trees. Yang Wei, Yuanbin Wu, Man Lan
2020	A Study of Non-autoregressive Model for Sequence Generation. Yi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, Sheng Zhao, Tie-Yan Liu
2020	A Systematic Assessment of Syntactic Generalization in Neural Language Models. Jennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox, Roger Levy
2020	A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type. Trevor Cohen, Serguei Pakhomov
2020	A Tale of a Probe and a Parser. Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams, Ryan Cotterell
2020	A Three-Parameter Rank-Frequency Relation in Natural Languages. Chenchen Ding, Masao Utiyama, Eiichiro Sumita
2020	A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure. Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou
2020	A Transformer-based Approach for Source Code Summarization. Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang
2020	A Two-Stage Masked LM Method for Term Set Expansion. Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
2020	A Two-Step Approach for Implicit Event Argument Detection. Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, Eduard H. Hovy
2020	A Unified MRC Framework for Named Entity Recognition. Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li
2020	A negative case analysis of visual grounding methods for VQA. Robik Shrestha, Kushal Kafle, Christopher Kanan
2020	AMR Parsing via Graph-Sequence Iterative Inference. Deng Cai, Wai Lam
2020	AMR Parsing with Latent Structural Information. Qiji Zhou, Yue Zhang, Donghong Ji, Hao Tang
2020	ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia
2020	Active Imitation Learning with Noisy Guidance. Kianté Brantley, Hal Daumé III, Amr Sharaf
2020	Active Learning for Coreference Resolution using Discrete Annotation. Belinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer
2020	Adaptive Compression of Word Embeddings. Yeachan Kim, Kang-Min Kim, SangKeun Lee
2020	Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation. Arya D. McCarthy, Xian Li, Jiatao Gu, Ning Dong
2020	AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein
2020	Adversarial NLI: A New Benchmark for Natural Language Understanding. Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela
2020	Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis. Chunning Du, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao
2020	Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity. Joseph Sirrianni, Xiaoqing Liu, Douglas Adams
2020	Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li
2020	Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification. Pratik Dutta, Sriparna Saha
2020	An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models. Hiroshi Noji, Hiroya Takamura
2020	An Effective Transition-based Model for Discontinuous NER. Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris
2020	An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results. Enrique Amigó, Julio Gonzalo, Stefano Mizzaro, Jorge Carrillo-de-Albornoz
2020	An Empirical Comparison of Unsupervised Constituency Parsing Methods. Jun Li, Yifan Cao, Jiong Cai, Yong Jiang, Kewei Tu
2020	An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering. Jay Kumar, Junming Shao, Salah Uddin, Wazir Ali
2020	Analysing Lexical Semantic Change with Contextualised Word Representations. Mario Giulianelli, Marco Del Tredici, Raquel Fernández
2020	Analyzing Political Parody in Social Media. Antonis Maronikolakis, Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras
2020	Analyzing analytical methods: The case of phonology in neural models of spoken language. Grzegorz Chrupala, Bertrand Higy, Afra Alishahi
2020	Analyzing the Persuasive Effect of Style in News Editorial Argumentation. Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib, Benno Stein
2020	Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition. Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, Adina Williams
2020	Are we Estimating or Guesstimating Translation Quality? Shuo Sun, Francisco Guzmán, Lucia Specia
2020	Asking and Answering Questions to Evaluate the Factual Consistency of Summaries. Alex Wang, Kyunghyun Cho, Mike Lewis
2020	Aspect Sentiment Classification with Document-level Sentiment Preference Modeling. Xiao Chen, Changlong Sun, Jingjing Wang, Shoushan Li, Luo Si, Min Zhang, Guodong Zhou
2020	Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization. Sajad Sotudeh Gharebagh, Nazli Goharian, Ross W. Filice
2020	Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization. Junnan Zhu, Yu Zhou, Jiajun Zhang, Chengqing Zong
2020	Attentive Pooling with Learnable Norms for Text Representation. Chuhan Wu, Fangzhao Wu, Tao Qi, Xiaohui Cui, Yongfeng Huang
2020	Autoencoding Keyword Correlation Graph for Document Clustering. Billy Chiu, Sunil Kumar Sahu, Derek Thomas, Neha Sengupta, Mohammady Mahdy
2020	Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics. Guy Emerson
2020	Automated Evaluation of Writing - 50 Years and Counting. Beata Beigman Klebanov, Nitin Madnani
2020	Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring. Haoran Zhang, Diane J. Litman
2020	Automatic Detection of Generated Text is Easiest when Humans are Fooled. Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck
2020	Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study. Xinyu Xing, Xiaosheng Fan, Xiaojun Wan
2020	Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model. Kosuke Takahashi, Katsuhito Sudoh, Satoshi Nakamura
2020	Automatic Poetry Generation from Prosaic Text. Tim Van de Cruys
2020	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
2020	BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance. Timo Schick, Hinrich Schütze
2020	BLEURT: Learning Robust Metrics for Text Generation. Thibault Sellam, Dipanjan Das, Ankur P. Parikh
2020	BPE-Dropout: Simple and Effective Subword Regularization. Ivan Provilkov, Dmitrii Emelianenko, Elena Voita
2020	BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps. Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha
2020	Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards. Justine Zhang, Cristian Danescu-Niculescu-Mizil
2020	Balancing Training for Multilingual Neural Machine Translation. Xinyi Wang, Yulia Tsvetkov, Graham Neubig
2020	Bayesian Hierarchical Words Representation Learning. Oren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein
2020	Benchmarking Multimodal Regex Synthesis with Complex Structures. Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett
2020	Benefits of Intermediate Annotations in Reading Comprehension. Dheeru Dua, Sameer Singh, Matt Gardner
2020	Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. Marco Túlio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh
2020	Beyond Possession Existence: Duration and Co-Possession. Dhivya Chinnappa, Srikala Murugan, Eduardo Blanco
2020	Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation. Weixin Liang, James Zou, Zhou Yu
2020	BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection. Chengyu Wang, Xiaofeng He
2020	Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences. Xiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang, Boxing Chen, Weihua Luo, Yue Zhang
2020	Biomedical Entity Representations with Synonym Marginalization. Mujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang
2020	Bipartite Flat-Graph Network for Nested Named Entity Recognition. Ying Luo, Hai Zhao
2020	Boosting Neural Machine Translation with Similar Translations. Jitao Xu, Josep Maria Crego, Jean Senellart
2020	Bootstrapping Techniques for Polysynthetic Morphological Analysis. William Lane, Steven Bird
2020	Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information. Michele Bevilacqua, Roberto Navigli
2020	Bridging Anaphora Resolution as Question Answering. Yufang Hou
2020	Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation. Chao Zhao, Marilyn A. Walker, Snigdha Chaturvedi
2020	Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell. Djamé Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Muller, Pedro Javier Ortiz Suárez, Benoît Sagot, Abhishek Srivastava
2020	CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation. Lei Shen, Yang Feng
2020	CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality. Wenmeng Yu, Hua Xu, Fanyang Meng, Yilin Zhu, Yixiao Ma, Jiele Wu, Jiyun Zou, Kaicheng Yang
2020	Calibrating Structured Output Predictors for Natural Language Processing. Abhyuday Jagannatha, Hong Yu
2020	CamemBERT: a Tasty French Language Model. Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Djamé Seddah, Benoît Sagot
2020	Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu
2020	Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction. Samuel Broscheit, Kiril Gashteovski, Yanjie Wang, Rainer Gemulla
2020	Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau
2020	Character-Level Translation with Self-attention. Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu, Richard H. R. Hahnloser
2020	ChartDialogs: Plotting from Natural Language Instructions. Yutong Shao, Ndapa Nakashole
2020	ClarQ: A large-scale and diverse dataset for Clarification Question Generation. Vaibhav Kumar, Alan W. Black
2020	Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas
2020	Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data. Emily M. Bender, Alexander Koller
2020	Clinical Concept Linking with Contextualized Neural Representations. Elliot Schumacher, Andriy Mulyar, Mark Dredze
2020	Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset. Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
2020	Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. Lukas Lange, Heike Adel, Jannik Strötgen
2020	CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages. Tommaso Pasini, Federico Scozzafava, Bianca Scarlini
2020	CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira De Souza Júnior, Leonardo Rocha, Marcos André Gonçalves
2020	Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2020	Code and Named Entity Recognition in StackOverflow. Jeniya Tabassum, Mounica Maddela, Wei Xu, Alan Ritter
2020	Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech Detection. Srijan Bansal, Vishal Garimella, Ayush Suhane, Jasabanta Patro, Animesh Mukherjee
2020	CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning. Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon
2020	Composing Elementary Discourse Units in Abstractive Summarization. Zhenwen Li, Wenhao Wu, Sujian Li
2020	Compositionality and Generalization In Emergent Languages. Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni
2020	Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation. Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling, Yan Song
2020	Connecting Embeddings for Knowledge Graph Entity Typing. Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang
2020	Content Word Aware Neural Machine Translation. Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita
2020	Contextual Embeddings: When Are They Worth It? Simran Arora, Avner May, Jian Zhang, Christopher Ré
2020	Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns. KayYen Wong, Sameen Maruf, Gholamreza Haffari
2020	Contextualized Sparse Representations for Real-Time Open-Domain Question Answering. Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang
2020	Contextualized Weak Supervision for Text Classification. Dheeraj Mekala, Jingbo Shang
2020	Contextualizing Hate Speech Classifiers with Post-hoc Explanation. Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren
2020	Continual Relation Learning via Episodic Memory Activation and Reconsolidation. Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2020	Contrastive Self-Supervised Learning for Commonsense Reasoning. Tassilo Klein, Moin Nabi
2020	Controlled Crowdsourcing for High-Quality QA-SRL Annotation. Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, Gabriel Stanovsky, Luke Zettlemoyer, Ido Dagan
2020	Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	Conversational Word Embedding for Retrieval-Based Dialog System. Wentao Ma, Yiming Cui, Ting Liu, Dong Wang, Shijin Wang, Guoping Hu
2020	CorefQA: Coreference Resolution as Query-based Span Prediction. Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li
2020	Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation. Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang, Haitao Zheng
2020	CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant. Kavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam
2020	Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis. Janek Bevendorff, Khalid Al Khatib, Martin Potthast, Benno Stein
2020	Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus. Hao Fei, Meishan Zhang, Donghong Ji
2020	Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning. Hongliang Fei, Ping Li
2020	Cross-Linguistic Syntactic Evaluation of Word Prediction Models. Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina, Tal Linzen
2020	Cross-Modality Relevance for Reasoning on Language and Vision. Chen Zheng, Quan Guo, Parisa Kordjamshidi
2020	Cross-media Structured Common Space for Multimedia Event Extraction. Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang
2020	Cross-modal Coherence Modeling for Caption Generation. Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone
2020	Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage. Ashish V. Thapliyal, Radu Soricut
2020	Crossing Variational Autoencoders for Answer Retrieval. Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang
2020	Curriculum Learning for Natural Language Understanding. Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie, Yongdong Zhang
2020	Curriculum Pre-training for End-to-End Speech Translation. Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang
2020	DRTS Parsing with Structure-Aware Encoding and Decoding. Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang
2020	DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification. Lianwei Wu, Yuan Rao, Yongqiang Zhao, Hao Liang, Ambreen Nazir
2020	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, Dawei Yin
2020	DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering. Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
2020	DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking. Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan
2020	DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin
2020	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, Tiejun Zhao
2020	Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA. Hyounghun Kim, Zineng Tang, Mohit Bansal
2020	Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification. Hao Tang, Donghong Ji, Chenliang Li, Qiji Zhou
2020	Designing Precise and Robust Dialogue Response Evaluators. Tianyu Zhao, Divesh Lala, Tatsuya Kawahara
2020	Detecting Perceived Emotions in Hurricane Disasters. Shrey Desai, Cornelia Caragea, Junyi Jessy Li
2020	Dialogue Coherence Assessment Without Explicit Dialogue Act Labels. Mohsen Mesgar, Sebastian Bücker, Iryna Gurevych
2020	Dialogue State Tracking with Explicit Slot Connection Modeling. Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen
2020	Dialogue-Based Relation Extraction. Dian Yu, Kai Sun, Claire Cardie, Dong Yu
2020	Dice Loss for Data-imbalanced NLP Tasks. Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li
2020	Differentiable Window for Dynamic Local Attention. Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event. Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang, Lu Wang
2020	Discourse-Aware Neural Extractive Text Summarization. Jiacheng Xu, Zhe Gan, Yu Cheng, Jingjing Liu
2020	Discrete Latent Variable Representations for Low-Resource Text Classification. Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu
2020	Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction. Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert
2020	Distilling Knowledge Learned in BERT for Text Generation. Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu
2020	Distinguish Confusing Law Articles for Legal Judgment Prediction. Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao
2020	Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness. Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu
2020	Diversifying Dialogue Generation with Non-Conversational Text. Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
2020	Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou, Joakim Nivre
2020	Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui
2020	Do Transformers Need Deep Long-Range Memory? Jack W. Rae, Ali Razavi
2020	Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. Ning Miao, Yuxuan Song, Hao Zhou, Lei Li
2020	DoQA - Accessing Domain-Specific FAQs via Conversational QA. Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak, Eneko Agirre
2020	Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu
2020	Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain. Shadi Saleh, Pavel Pecina
2020	Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. Xinya Du, Claire Cardie
2020	Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction. Zhenkai Wei, Yu Hong, Bowei Zou, Meng Cheng, Jianmin Yao
2020	Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston
2020	Don't Stop Pretraining: Adapt Language Models to Domains and Tasks. Suchin Gururangan, Ana Marasovic, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith
2020	Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation. Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong
2020	Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing. Jiangming Liu, Shay B. Cohen, Mirella Lapata
2020	Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu
2020	Dynamic Memory Induction Networks for Few-Shot Text Classification. Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020	Dynamic Online Conversation Recommendation. Xingshan Zeng, Jing Li, Lu Wang, Zhiming Mao, Kam-Fai Wong
2020	Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. Xuanli He, Gholamreza Haffari, Mohammad Norouzi
2020	Dynamic Sampling Strategies for Multi-Task Reading Comprehension. Ananth Gottumukkala, Dheeru Dua, Sameer Singh, Matt Gardner
2020	Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change. Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu
2020	ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. Zixiang Ding, Rui Xia, Jianfei Yu
2020	ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation. Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel
2020	ERASER: A Benchmark to Evaluate Rationalized NLP Models. Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
2020	ESPRIT: Explaining Solutions to Physical Reasoning Tasks. Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
2020	Effective Estimation of Deep Generative Language Models. Tom Pelsmaeker, Wilker Aziz
2020	Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction. Penghui Wei, Jiahao Zhao, Wenji Mao
2020	Efficient Constituency Parsing by Pointing. Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020	Efficient Dialogue State Tracking by Selectively Overwriting Memory. Sungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo Lee
2020	Efficient Pairwise Annotation of Argument Quality. Lukas Gienapp, Benno Stein, Matthias Hagen, Martin Potthast
2020	Efficient Second-Order TreeCRF for Neural Dependency Parsing. Yu Zhang, Zhenghua Li, Min Zhang
2020	Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks. Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay, Marco Antonio Sobrevilla Cabezudo
2020	Embarrassingly Simple Unsupervised Aspect Extraction. Stéphan Tulkens, Andreas van Cranenburgh
2020	Emergence of Syntax Needs Minimal Supervision. Raphaël Bailly, Kata Gábor
2020	Emerging Cross-lingual Structure in Pretrained Language Models. Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
2020	Empower Entity Set Expansion via Language Model Probing. Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han
2020	Empowering Active Learning to Jointly Optimize System and User Demands. Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych
2020	Enabling Language Models to Fill in the Blanks. Chris Donahue, Mina Lee, Percy Liang
2020	Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction. Masahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki, Kentaro Inui
2020	End-to-End Bias Mitigation by Modelling Biases in Corpora. Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson
2020	End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2. Donghoon Ham, Jeong-Gwan Lee, Youngsoo Jang, Kee-Eung Kim
2020	End-to-End Neural Word Alignment Outperforms GIZA++. Thomas Zenkel, Joern Wuebker, John DeNero
2020	Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension. Fei Yuan, Linjun Shou, Xuanyu Bai, Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang
2020	Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge. Bowen Zhang, Min Yang, Xutao Li, Yunming Ye, Xiaofei Xu, Kuai Dai
2020	Enhancing Machine Translation with Dependency-Aware Self-Attention. Emanuele Bugliarello, Naoaki Okazaki
2020	Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention. Yanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu
2020	Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing. Daniel Fernández-González, Carlos Gómez-Rodríguez
2020	Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu
2020	Estimating Mutual Information Between Dense Word Embeddings. Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla
2020	Estimating predictive uncertainty for rumour verification models. Elena Kochkina, Maria Liakata
2020	Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks. Fynn Schröder, Chris Biemann
2020	Evaluating Dialogue Generation Systems via Response Selection. Shiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki, Kentaro Inui
2020	Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? Peter Hase, Mohit Bansal
2020	Evaluating Explanation Methods for Neural Machine Translation. Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi
2020	Evaluating Robustness to Input Perturbations for Neural Machine Translation. Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan
2020	Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang
2020	Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks. Yufeng Zhang, Xueli Yu, Zeyu Cui, Shu Wu, Zhongzhen Wen, Liang Wang
2020	Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder. Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang, Ming Zhou
2020	Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis. Yajie Ye, Weiwei Sun
2020	Examining Citations of Natural Language Processing Literature. Saif M. Mohammad
2020	Examining the State-of-the-Art in News Timeline Summarization. Demian Gholipour Ghalandari, Georgiana Ifrim
2020	Exclusive Hierarchical Decoding for Deep Keyphrase Generation. Wang Chen, Hou Pong Chan, Piji Li, Irwin King
2020	ExpBERT: Representation Engineering with Natural Language Explanations. Shikhar Murty, Pang Wei Koh, Percy Liang
2020	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020	Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions. Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov
2020	Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020	Explicit Semantic Decomposition for Definition Generation. Jiahuan Li, Yu Bao, Shujian Huang, Xinyu Dai, Jiajun Chen
2020	Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness. Khalid Al Khatib, Michael Völske, Shahbaz Syed, Nikolay Kolyada, Benno Stein
2020	Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach. Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, Yue Zhang
2020	Exploiting the Syntax-Model Consistency for Neural Relation Extraction. Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020	Exploring Content Selection in Summarization of Novel Chapters. Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen R. McKeown
2020	Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu
2020	Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing. Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
2020	Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches. Tianze Shi, Lillian Lee
2020	Extractive Summarization as Text Matching. Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization. Esin Durmus, He He, Mona T. Diab
2020	FLAT: Chinese NER Using Flat-Lattice Transformer. Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang
2020	Facet-Aware Evaluation for Extractive Summarization. Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han
2020	Fact-based Content Weighting for Evaluating Abstractive Summarisation. Xinnuo Xu, Ondrej Dusek, Jingyi Li, Verena Rieser, Ioannis Konstas
2020	Fact-based Text Editing. Hayate Iso, Chao Qiao, Hang Li
2020	Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning. Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung
2020	Fast and Accurate Non-Projective Dependency Tree Linearization. Xiang Yu, Simon Tannert, Ngoc Thang Vu, Jonas Kuhn
2020	FastBERT: a Self-distilling BERT with Adaptive Inference Time. Weijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao, Haotang Deng, Qi Ju
2020	Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts. Agostina Calabrese, Michele Bevilacqua, Roberto Navigli
2020	Feature Projection for Improved Text Classification. Qi Qin, Wenpeng Hu, Bing Liu
2020	Few-Shot NLG with Pre-Trained Language Model. Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang
2020	Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
2020	Finding Universal Grammatical Relations in Multilingual BERT. Ethan A. Chi, John Hewitt, Christopher D. Manning
2020	Fine-Grained Analysis of Cross-Linguistic Syntactic Divergences. Dmitry Nikolaev, Ofir Arviv, Taelin Karidi, Neta Kenneth, Veronika Mitnik, Lilja Maria Saeboe, Omri Abend
2020	Fine-grained Fact Verification with Kernel Graph Attention Network. Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu
2020	Fine-grained Interest Matching for Neural News Recommendation. Heyuan Wang, Fangzhao Wu, Zheng Liu, Xing Xie
2020	Fluent Response Generation for Conversational Question Answering. Ashutosh Baheti, Alan Ritter, Kevin Small
2020	From Arguments to Key Points: Towards Automatic Argument Summarization. Roy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav, Noam Slonim
2020	From English to Code-Switching: Transfer Learning with Strong Morphological Clues. Gustavo Aguilar, Thamar Solorio
2020	From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker
2020	From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains. Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
2020	Frugal Paradigm Completion. Alexander Erdmann, Tom Kenter, Markus Becker, Christian Schallhart
2020	GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. Danilo Croce, Giuseppe Castellucci, Roberto Basili
2020	GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media. Yi-Ju Lu, Cheng-Te Li
2020	GLUECoS: An Evaluation Benchmark for Code-Switched NLP. Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury
2020	GPT-too: A Language-Model-First Approach for AMR-to-Text Generation. Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
2020	Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection. Yefei Zha, Ruobing Li, Hui Lin
2020	Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer. Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah
2020	Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations. Saif M. Mohammad
2020	Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus. Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia Antonino Di Gangi, Roldano Cattoni, Marco Turchi
2020	Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing. Clara Meister, Elizabeth Salesky, Ryan Cotterell
2020	Generalizing Natural Language Analysis through Span-relation Representations. Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig
2020	Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation. Haoyu Song, Yan Wang, Weinan Zhang, Xiaojiang Liu, Ting Liu
2020	Generating Counter Narratives against Online Hate Speech: Data and Strategies. Serra Sinem Tekiroglu, Yi-Ling Chung, Marco Guerini
2020	Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs. Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
2020	Generating Fact Checking Explanations. Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020	Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020	Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy. Xiexiong Lin, Weiyu Jian, Jianshan He, Taifeng Wang, Wei Chu
2020	Generative Semantic Hashing Enhanced via Boltzmann Machines. Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen
2020	Geometry-aware domain adaptation for unsupervised alignment of word embeddings. Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020	Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? Kobi Leins, Jey Han Lau, Timothy Baldwin
2020	Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs. Hong-You Chen, Sz-Han Yu, Shou-De Lin
2020	GoEmotions: A Dataset of Fine-Grained Emotions. Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi
2020	Good-Enough Compositional Data Augmentation. Jacob Andreas
2020	Graph Neural News Recommendation with Unsupervised Preference Disentanglement. Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie, Ming Zhou
2020	Graph-to-Tree Learning for Solving Math Word Problems. Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim
2020	Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs. Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2020	Grounding Conversations with Improvised Dialogues. Hyundong Cho, Jonathan May
2020	Guiding Variational Response Generator to Exploit Persona. Bowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang
2020	HAT: Hardware-Aware Transformers for Efficient Natural Language Processing. Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han
2020	Handling Rare Entities for Neural Sequence Labeling. Yangming Li, Han Li, Kaisheng Yao, Xiaolong Li
2020	Hard-Coded Gaussian Attention for Neural Machine Translation. Weiqiu You, Simeng Sun, Mohit Iyyer
2020	Harnessing the linguistic signal to predict scalar inferences. Sebastian Schuster, Yuxing Chen, Judith Degen
2020	Harvesting and Refining Question-Answer Pairs for Unsupervised QA. Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu
2020	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, Marlène Coulomb-Gully
2020	Heterogeneous Graph Neural Networks for Extractive Document Summarization. Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang
2020	Heterogeneous Graph Transformer for Graph-to-Sequence Learning. Shaowei Yao, Tianming Wang, Xiaojun Wan
2020	Hierarchical Entity Typing via Multi-level Learning to Rank. Tongfei Chen, Yunmo Chen, Benjamin Van Durme
2020	Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention. Veronica E. Lynn, Niranjan Balasubramanian, H. Andrew Schwartz
2020	Hierarchy-Aware Global Model for Hierarchical Text Classification. Jie Zhou, Chunping Ma, Dingkun Long, Guangwei Xu, Ning Ding, Haoyu Zhang, Pengjun Xie, Gongshen Liu
2020	Highway Transformer: Self-Gating Enhanced Self-Attentive Networks. Yekun Chai, Jin Shuo, Xinwen Hou
2020	Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation. Liting Liu, Jie Liu, Wenzheng Zhang, Ziming Chi, Wenxuan Shi, Yalou Huang
2020	History for Visual Dialog: Do we really need it? Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser
2020	Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits
2020	How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems. Archiki Prasad, Preethi Jyothi
2020	How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen
2020	How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
2020	How Does Selective Mechanism Improve Self-Attention Networks? Xinwei Geng, Longyue Wang, Xing Wang, Bing Qin, Ting Liu, Zhaopeng Tu
2020	How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope. Yiyun Zhao, Steven Bethard
2020	How to Ask Good Questions? Try to Leverage Paraphrases. Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu
2020	Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong, Elke A. Rundensteiner
2020	HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding. Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong
2020	Hyperbolic Capsule Networks for Multi-Label Classification. Boli Chen, Xin Huang, Lin Xiao, Liping Jing
2020	Hypernymy Detection for Low-Resource Languages via Meta Learning. Changlong Yu, Jialong Han, Haisong Zhang, Wilfred Ng
2020	IMoJIE: Iterative Memory-Based Joint Open Information Extraction. Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti
2020	INFOTABS: Inference on Tables as Semi-structured Data. Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar
2020	INSET: Sentence Infilling with INter-SEntential Transformer. Yichen Huang, Yizhe Zhang, Oussama Elachqar, Yu Cheng
2020	Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description. Yakun Hu, Zhunchen Luo, Wenhan Chao
2020	Image-Chat: Engaging Grounded Conversations. Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
2020	Implicit Discourse Relation Classification: We Need to Talk about Evaluation. Najoung Kim, Song Feng, R. Chulaka Gunasekara, Luis A. Lastras
2020	Improved Natural Language Generation via Loss Truncation. Daniel Kang, Tatsunori Hashimoto
2020	Improved Speech Representations with Multi-Target Autoregressive Predictive Coding. Yu-An Chung, James R. Glass
2020	Improving Adversarial Text Generation by Modeling the Distant Future. Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin
2020	Improving Chinese Word Segmentation with Wordhood Memory Networks. Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang, Yonggang Wang
2020	Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin
2020	Improving Disfluency Detection by Self-Training a Self-Attentive Model. Paria Jamshid Lou, Mark Johnson
2020	Improving Entity Linking through Semantic Reinforced Entity Embeddings. Feng Hou, Ruili Wang, Jun He, Yi Zhou
2020	Improving Event Detection via Open-domain Trigger Knowledge. Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li, Jun Xie
2020	Improving Image Captioning Evaluation by Considering Inter References Variance. Yanzhi Yi, Hangyu Deng, Jinglu Hu
2020	Improving Image Captioning with Better Use of Caption. Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu
2020	Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling. Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Aljunied Mahani, Lidong Bing
2020	Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation. Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich
2020	Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings. Apoorv Saxena, Aditay Tripathi, Partha P. Talukdar
2020	Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. Jianfei Yu, Jing Jiang, Li Yang, Rui Xia
2020	Improving Neural Machine Translation with Soft Template Prediction. Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, Ming Zhou
2020	Improving Non-autoregressive Neural Machine Translation with Monolingual Data. Jiawei Zhou, Phillip Keung
2020	Improving Segmentation for Technical Support Problems. Kushal Chauhan, Abhirut Gupta
2020	Improving Transformer Models by Reordering their Sublayers. Ofir Press, Noah A. Smith, Omer Levy
2020	Improving Truthfulness of Headline Generation. Kazuki Matsumaru, Sho Takase, Naoaki Okazaki
2020	In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts. Ruben Kruiper, Julian F. V. Vincent, Jessica Chen-Burger, Marc P. Y. Desmulliez, Ioannis Konstas
2020	In Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield, Rico Sennrich
2020	Incorporating External Knowledge through Pre-training for Natural Language to Code Generation. Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig
2020	Inflecting When There's No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German Plurals. Kate McCurdy, Sharon Goldwater, Adam Lopez
2020	Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
2020	Information-Theoretic Probing for Linguistic Structure. Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell
2020	Injecting Numerical Reasoning Skills into Language Models. Mor Geva, Ankit Gupta, Jonathan Berant
2020	Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition. Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui
2020	Integrating Multimodal Information in Large Pretrained Transformers. Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency, Mohammed E. Hoque
2020	Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection. Lei Zhong, Juan Cao, Qiang Sheng, Junbo Guo, Ziang Wang
2020	Interactive Classification by Asking Informative Questions. Lili Yu, Howard Chen, Sida I. Wang, Tao Lei, Yoav Artzi
2020	Interactive Construction of User-Centric Dictionary for Text Analytics. Ryosuke Kohita, Issei Yoshida, Hiroshi Kanayama, Tetsuya Nasukawa
2020	Interactive Machine Comprehension with Information Seeking Agents. Xingdi Yuan, Jie Fu, Marc-Alexandre Côté, Yi Tay, Chris Pal, Adam Trischler
2020	Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann, Samuel R. Bowman
2020	Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder. Fan Zhou, Shengming Zhang, Yi Yang
2020	Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings. Rishi Bommasani, Kelly Davis, Claire Cardie
2020	Interpreting Twitter User Geolocation. Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang
2020	Investigating Word-Class Distributions in Word Vector Spaces. Ryohei Sasano, Anna Korhonen
2020	Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions. Hannah Craighead, Andrew Caines, Paula Buttery, Helen Yannakoudakis
2020	Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds. Kawin Ethayarajh
2020	It Takes Two to Lie: One to Lie, and One to Listen. Denis Peskov, Benny Cheng, Ahmed Elgohary, Joe Barrow, Cristian Danescu-Niculescu-Mizil, Jordan L. Boyd-Graber
2020	It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information. Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki
2020	It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020	Iterative Edit-Based Unsupervised Sentence Simplification. Dhruv Kumar, Lili Mou, Lukasz Golab, Olga Vechtomova
2020	Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang, Yonggang Wang
2020	Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging. Nasser Zalmout, Nizar Habash
2020	Joint Modelling of Emotion and Abusive Language Detection. Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
2020	Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization. Yue Cao, Hui Liu, Xiaojun Wan
2020	Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation. Junliang Guo, Linli Xu, Enhong Chen
2020	KLEJ: Comprehensive Benchmark for Polish Language Understanding. Piotr Rybak, Robert Mroczkowski, Janusz Tracz, Ireneusz Gawlik
2020	KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu
2020	Keyphrase Generation for Scientific Document Retrieval. Florian Boudin, Ygor Gallina, Akiko Aizawa
2020	KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation. Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
2020	Knowledge Graph Embedding Compression. Mrinmaya Sachan
2020	Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward. Luyang Huang, Lingfei Wu, Lu Wang
2020	Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms. Simeon Schüz, Sina Zarrieß
2020	Language (Re)modelling: Towards Embodied Language Understanding. Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
2020	Language (Technology) is Power: A Critical Survey of "Bias" in NLP. Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna M. Wallach
2020	Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese. Tatsuki Kuribayashi, Takumi Ito, Jun Suzuki, Kentaro Inui
2020	Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions. Tian Jin, Zhun Liu, Shengjia Yan, Alexandre E. Eichenberger, Louis-Philippe Morency
2020	Language-aware Interlingua for Multilingual Neural Machine Translation. Changfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo
2020	Large Scale Multi-Actor Generative Dialog Modeling. Alex Boyd, Raul Puri, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro
2020	Learning Architectures from an Extended Search Space for Language Modeling. Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
2020	Learning Constraints for Structured Prediction Using Rectifier Networks. Xingyuan Pan, Maitrey Mehta, Vivek Srikumar
2020	Learning Dialog Policies from Weak Demonstrations. Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen
2020	Learning Efficient Dialogue Policy from Demonstrations through Shaping. Huimin Wang, Baolin Peng, Kam-Fai Wong
2020	Learning Implicit Text Generation via Feature Matching. Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das
2020	Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts. Jingyuan Zhang, Mingming Sun, Yue Feng, Ping Li
2020	Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu
2020	Learning Robust Models for e-Commerce Product Search. Thanh V. Nguyen, Nikhil Rao, Karthik Subbian
2020	Learning Source Phrase Representations for Neural Machine Translation. Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang
2020	Learning Spoken Language Representations with Neural Lattice Language Modeling. Chao-Wei Huang, Yun-Nung Chen
2020	Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context. Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic, Christopher Meek
2020	Learning a Multi-Domain Curriculum for Neural Machine Translation. Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
2020	Learning an Unreferenced Metric for Online Dialogue Evaluation. Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau
2020	Learning and Evaluating Emotion Lexicons for 91 Languages. Sven Buechel, Susanna Rücker, Udo Hahn
2020	Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction. Zi Chai, Xiaojun Wan
2020	Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling. Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu, Xiang Ren
2020	Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks. Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang
2020	Learning to Deceive with Attention-Based Explanations. Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton
2020	Learning to Faithfully Rationalize by Construction. Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron C. Wallace
2020	Learning to Identify Follow-Up Questions in Conversational Question Answering. Souvik Kundu, Qian Lin, Hwee Tou Ng
2020	Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation. Qiu Ran, Yankai Lin, Peng Li, Jie Zhou
2020	Learning to Segment Actions from Observation and Narration. Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh
2020	Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge. Keqing He, Yuanmeng Yan, Weiran Xu
2020	Learning to Understand Child-directed and Adult-directed Speech. Lieke Gelderloos, Grzegorz Chrupala, Afra Alishahi
2020	Learning to Update Natural Language Comments Based on Code Changes. Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney
2020	Learning to execute instructions in a Minecraft dialogue. Prashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier
2020	Let Me Choose: From Verbal Context to Font Selection. Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio
2020	Leveraging Graph to Improve Abstractive Multi-Document Summarization. Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du
2020	Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020	Lexically Constrained Neural Machine Translation with Levenshtein Transformer. Raymond Hendy Susanto, Shamil Chollampatt, Liling Tan
2020	Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks. Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu
2020	Lipschitz Constrained Parameter Initialization for Deep Transformers. Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong, Jingyi Zhang
2020	Location Attention for Extrapolation to Longer Sequences. Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni
2020	Logic-Guided Data Augmentation and Regularization for Consistent Question Answering. Akari Asai, Hannaneh Hajishirzi
2020	Logical Natural Language Generation from Open-Domain Tables. Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
2020	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, Jian Yin
2020	Low Resource Sequence Tagging using Sentence Reconstruction. Tal Perl, Sriram Chaudhury, Raja Giryes
2020	Low-Dimensional Hyperbolic Knowledge Graph Embeddings. Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré
2020	Low-Resource Generation of Multi-hop Reasoning Questions. Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin
2020	MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning. Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal
2020	MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization. Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li
2020	MIE: A Medical Information Extractor towards Medical Dialogues. Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu, Jun Zhao
2020	MIND: A Large-scale Dataset for News Recommendation. Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu, Ming Zhou
2020	MLQA: Evaluating Cross-lingual Extractive Question Answering. Patrick Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk
2020	MMPE: A Multi-Modal Interface for Post-Editing Machine Translation. Nico Herbig, Tim Düwel, Santanu Pal, Kalliopi Meladaki, Mahsa Monshizadeh, Antonio Krüger, Josef van Genabith
2020	MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs. Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang
2020	Machine Reading of Historical Events. Or Honovich, Lucas Torroba Hennigen, Omri Abend, Shay B. Cohen
2020	Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations. Oana-Maria Camburu, Brendan Shillingford, Pasquale Minervini, Thomas Lukasiewicz, Phil Blunsom
2020	Mapping Natural Language Instructions to Mobile UI Action Sequences. Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, Jason Baldridge
2020	Masked Language Model Scoring. Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff
2020	Masking Actor Information Leads to Fairer Political Claims Detection. Erenay Dayanik, Sebastian Padó
2020	Max-Margin Incremental CCG Parsing. Milos Stanojevic, Mark Steedman
2020	Measuring Forecasting Skill from Text. Shi Zong, Alan Ritter, Eduard H. Hovy
2020	Meta-Reinforced Multi-Domain State Generator for Dialogue Systems. Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, Shuo Ma
2020	Meta-Transfer Learning for Code-Switched Speech Recognition. Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung
2020	Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance. Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych
2020	Mitigating Gender Bias Amplification in Distribution by Posterior Regularization. Shengyu Jia, Tao Meng, Jieyu Zhao, Kai-Wei Chang
2020	MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. Jiaao Chen, Zichao Yang, Diyi Yang
2020	MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices. Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou
2020	Modeling Code-Switch Languages Using Bilingual Parallel Corpus. Grandee Lee, Haizhou Li
2020	Modeling Label Semantics for Predicting Emotional Reactions. Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian, Nathanael Chambers
2020	Modeling Long Context for Task-Oriented Dialogue State Generation. Jun Quan, Deyi Xiong
2020	Modeling Morphological Typology for Unsupervised Learning of Language Morphology. Hongzhi Xu, Jordan Kodner, Mitchell Marcus, Charles Yang
2020	Modeling Word Formation in English-German Neural Machine Translation. Marion Weller-Di Marco, Alexander M. Fraser
2020	Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis. Minh-Hieu Phan, Philip O. Ogunbona
2020	More Diverse Dialogue Datasets via Diversity-Informed Data Collection. Katherine Stasaski, Grace Hui Yang, Marti A. Hearst
2020	Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders. Terra Blevins, Luke Zettlemoyer
2020	MuTual: A Dataset for Multi-Turn Dialogue Reasoning. Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou
2020	Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition. Ryuichi Takanobu, Runze Liang, Minlie Huang
2020	Multi-Cell Compositional LSTM for NER Domain Adaptation. Chen Jia, Yue Zhang
2020	Multi-Domain Dialogue Acts and Response Co-Generation. Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu
2020	Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference. Jing Wang, Mayank Kulkarni, Daniel Preotiuc-Pietro
2020	Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing. Haoming Jiang, Chen Liang, Chong Wang, Tuo Zhao
2020	Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization. Hanqi Jin, Tianming Wang, Xiaojun Wan
2020	Multi-Hypothesis Machine Translation Evaluation. Marina Fomicheva, Lucia Specia, Francisco Guzmán
2020	Multi-Label and Multilingual News Framing Analysis. Afra Feyza Akyürek, Lei Guo, Randa I. Elanwar, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya
2020	Multi-Sentence Argument Linking. Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, Benjamin Van Durme
2020	Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning. Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
2020	Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering. Ming Yan, Hao Zhang, Di Jin, Joey Tianyi Zhou
2020	MultiQT: Multimodal learning for real-time question tracking in speech. Jakob D. Havtorn, Jan Latko, Joakim Edin, Lars Maaløe, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun, Zeljko Agic
2020	Multidirectional Associative Optimization of Function-Specific Word Representations. Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020	Multimodal Neural Graph Memory Networks for Visual Question Answering. Mahmoud Khademi
2020	Multimodal Quality Estimation for Machine Translation. Shu Okabe, Frédéric Blain, Lucia Specia
2020	Multimodal Transformer for Multimodal Machine Translation. Shaowei Yao, Xiaojun Wan
2020	Multimodal and Multiresolution Speech Recognition with Transformers. Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram
2020	Multiscale Collaborative Deep Models for Neural Machine Translation. Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo
2020	NAT: Noise-Aware Training for Robust Neural Sequence Labeling. Marcin Namysl, Sven Behnke, Joachim Köhler
2020	NILE : Natural Language Inference with Faithful Natural Language Explanations. Sawan Kumar, Partha P. Talukdar
2020	Named Entity Recognition as Dependency Parsing. Juntao Yu, Bernd Bohnet, Massimo Poesio
2020	Named Entity Recognition without Labelled Data: A Weak Supervision Approach. Pierre Lison, Jeremy Barnes, Aliaksandr Hubin, Samia Touileb
2020	Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly. Nora Kassner, Hinrich Schütze
2020	Negative Training for Neural Dialogue Response Generation. Tianxing He, James R. Glass
2020	Neighborhood Matching Network for Entity Alignment. Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao
2020	NeuInfer: Knowledge Inference on N-ary Facts. Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng
2020	Neural CRF Model for Sentence Alignment in Text Simplification. Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong, Wei Xu
2020	Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow
2020	Neural Generation of Dialogue Response Timings. Matthew Roddy, Naomi Harte
2020	Neural Graph Matching Networks for Chinese Short Text Matching. Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu, Kai Yu
2020	Neural Mixed Counting Models for Dispersed Topic Discovery. Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang, Ziye Chen
2020	Neural Reranking for Dependency Parsing: An Evaluation. Bich-Ngoc Do, Ines Rehbein
2020	Neural Syntactic Preordering for Controlled Paraphrase Generation. Tanya Goyal, Greg Durrett
2020	Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. Lixing Zhu, Yulan He, Deyu Zhou
2020	Neural Topic Modeling with Bidirectional Adversarial Training. Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
2020	Neural-DINF: A Neural Network based Framework for Measuring Document Influence. Jie Tan, Changlin Yang, Ying Li, Siliang Tang, Chen Huang, Yueting Zhuang
2020	Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. Goran Glavas, Ivan Vulic
2020	Norm-Based Curriculum Learning for Neural Machine Translation. Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao
2020	Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses. Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth
2020	Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
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2020	On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation. Chaojun Wang, Rico Sennrich
2020	On Faithfulness and Factuality in Abstractive Summarization. Joshua Maynez, Shashi Narayan, Bernd Bohnet, Ryan T. McDonald
2020	On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology. Marcel Bollmann, Desmond Elliott
2020	On Importance Sampling-Based Evaluation of Latent Language Models. Robert L. Logan IV, Matt Gardner, Sameer Singh
2020	On The Evaluation of Machine Translation SystemsTrained With Back-Translation. Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli
2020	On the Cross-lingual Transferability of Monolingual Representations. Mikel Artetxe, Sebastian Ruder, Dani Yogatama
2020	On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond. Chen Wu, Prince Zizhuang Wang, William Yang Wang
2020	On the Importance of Diversity in Question Generation for QA. Md. Arafat Sultan, Shubham Chandel, Ramón Fernandez Astudillo, Vittorio Castelli
2020	On the Inference Calibration of Neural Machine Translation. Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu
2020	On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation. Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger
2020	On the Robustness of Language Encoders against Grammatical Errors. Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang
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2020	OpinionDigest: A Simple Framework for Opinion Summarization. Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan
2020	Opportunistic Decoding with Timely Correction for Simultaneous Translation. Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang
2020	Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz
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2020	Out of the Echo Chamber: Detecting Countering Debate Speeches. Matan Orbach, Yonatan Bilu, Assaf Toledo, Dan Lahav, Michal Jacovi, Ranit Aharonov, Noam Slonim
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2020	ParaCrawl: Web-Scale Acquisition of Parallel Corpora. Marta Bañón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz-Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrías, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins, Jaume Zaragoza
2020	Parallel Corpus Filtering via Pre-trained Language Models. Boliang Zhang, Ajay Nagesh, Kevin Knight
2020	Parallel Data Augmentation for Formality Style Transfer. Yi Zhang, Tao Ge, Xu Sun
2020	Parallel Sentence Mining by Constrained Decoding. Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu
2020	Paraphrase Augmented Task-Oriented Dialog Generation. Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu
2020	Paraphrase Generation by Learning How to Edit from Samples. Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah
2020	Parsing into Variable-in-situ Logico-Semantic Graphs. Yufei Chen, Weiwei Sun
2020	PeTra: A Sparsely Supervised Memory Model for People Tracking. Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu
2020	Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT. Zhiyong Wu, Yun Chen, Ben Kao, Qun Liu
2020	Phone Features Improve Speech Translation. Elizabeth Salesky, Alan W. Black
2020	Phonetic and Visual Priors for Decipherment of Informal Romanization. Maria Ryskina, Matthew R. Gormley, Taylor Berg-Kirkpatrick
2020	Politeness Transfer: A Tag and Generate Approach. Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
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2020	Posterior Control of Blackbox Generation. Xiang Lisa Li, Alexander M. Rush
2020	Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. Yu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li
2020	Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning. Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier, Pascal Voitot, Louise Naudin
2020	Predicting Declension Class from Form and Meaning. Adina Williams, Tiago Pimentel, Hagen Blix, Arya D. McCarthy, Eleanor Chodroff, Ryan Cotterell
2020	Predicting Degrees of Technicality in Automatic Terminology Extraction. Anna Hätty, Dominik Schlechtweg, Michael Dorna, Sabine Schulte im Walde
2020	Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts. Alex Rinaldi, Jean E. Fox Tree, Snigdha Chaturvedi
2020	Predicting Performance for Natural Language Processing Tasks. Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig
2020	Predicting the Focus of Negation: Model and Error Analysis. Md Mosharaf Hossain, Kathleen E. Hamilton, Alexis Palmer, Eduardo Blanco
2020	Predicting the Growth of Morphological Families from Social and Linguistic Factors. Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020	Predicting the Topical Stance and Political Leaning of Media using Tweets. Peter Stefanov, Kareem Darwish, Atanas Atanasov, Preslav Nakov
2020	Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. Deven Shah, H. Andrew Schwartz, Dirk Hovy
2020	Premise Selection in Natural Language Mathematical Texts. Deborah Ferreira, André Freitas
2020	Pretrained Transformers Improve Out-of-Distribution Robustness. Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan, Dawn Song
2020	Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models. Dan Iter, Kelvin Guu, Larry Lansing, Dan Jurafsky
2020	Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering. Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2020	Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order. Yi Liao, Xin Jiang, Qun Liu
2020	Probing Linguistic Features of Sentence-Level Representations in Relation Extraction. Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
2020	Probing Linguistic Systematicity. Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell
2020	Probing for Referential Information in Language Models. Ionut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda
2020	Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020 Dan Jurafsky, Joyce Chai, Natalie Schluter, Joel R. Tetreault
2020	Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding. Sebastian Weigelt, Vanessa Steurer, Tobias Hey, Walter F. Tichy
2020	PuzzLing Machines: A Challenge on Learning From Small Data. Gözde Gül Sahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych
2020	Pyramid: A Layered Model for Nested Named Entity Recognition. Jue Wang, Lidan Shou, Ke Chen, Gang Chen
2020	QuASE: Question-Answer Driven Sentence Encoding. Hangfeng He, Qiang Ning, Dan Roth
2020	Quantifying Attention Flow in Transformers. Samira Abnar, Willem H. Zuidema
2020	Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases. Yunshi Lan, Jing Jiang
2020	R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason. Naoya Inoue, Pontus Stenetorp, Kentaro Inui
2020	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers. Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson
2020	R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge. Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, Nanyun Peng
2020	Rationalizing Medical Relation Prediction from Corpus-level Statistics. Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun
2020	Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. Kyle Swanson, Lili Yu, Tao Lei
2020	ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang
2020	Reasoning Over Semantic-Level Graph for Fact Checking. Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin
2020	Reasoning with Latent Structure Refinement for Document-Level Relation Extraction. Guoshun Nan, Zhijiang Guo, Ivan Sekulic, Wei Lu
2020	Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association. Nan Xu, Zhixiong Zeng, Wenji Mao
2020	Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models. Maarten Sap, Eric Horvitz, Yejin Choi, Noah A. Smith, James W. Pennebaker
2020	Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension. Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu
2020	Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment. Forrest Davis, Marten van Schijndel
2020	Recursive Template-based Frame Generation for Task Oriented Dialog. Rashmi Gangadharaiah, Balakrishnan Narayanaswamy
2020	Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem. Danielle Saunders, Bill Byrne
2020	Refer360$^\circ$: A Referring Expression Recognition Dataset in 360$^\circ$ Images. Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2020	Regularized Context Gates on Transformer for Machine Translation. Xintong Li, Lemao Liu, Rui Wang, Guoping Huang, Max Meng
2020	Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents. Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen
2020	Relation Extraction with Explanation. Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Prasad Tadepalli
2020	Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. Zhuang Chen, Tieyun Qian
2020	Relational Graph Attention Network for Aspect-based Sentiment Analysis. Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang
2020	Representation Learning for Information Extraction from Form-like Documents. Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao, Marc Najork
2020	Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs. Michael A. Lepori, Tal Linzen, R. Thomas McCoy
2020	Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang
2020	Returning the N to NLP: Towards Contextually Personalized Classification Models. Lucie Flek
2020	Reverse Engineering Configurations of Neural Text Generation Models. Yi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler, Andrew Tomkins
2020	Review-based Question Generation with Adaptive Instance Transfer and Augmentation. Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si
2020	Revisiting Higher-Order Dependency Parsers. Erick Rocha Fonseca, André F. T. Martins
2020	Revisiting Unsupervised Relation Extraction. Thy Thy Tran, Phong Le, Sophia Ananiadou
2020	Revisiting the Context Window for Cross-lingual Word Embeddings. Ryokan Ri, Yoshimasa Tsuruoka
2020	Rigid Formats Controlled Text Generation. Piji Li, Haisong Zhang, Xiaojiang Liu, Shuming Shi
2020	RikiNet: Reading Wikipedia Pages for Natural Question Answering. Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan
2020	Robust Encodings: A Framework for Combating Adversarial Typos. Erik Jones, Robin Jia, Aditi Raghunathan, Percy Liang
2020	Roles and Utilization of Attention Heads in Transformer-based Neural Language Models. Jae-young Jo, Sung-Hyon Myaeng
2020	S2ORC: The Semantic Scholar Open Research Corpus. Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, Daniel S. Weld
2020	SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions. Mao Ye, Chengyue Gong, Qiang Liu
2020	SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing. Jiaying Hu, Yan Yang, Chencai Chen, Liang He, Zhou Yu
2020	SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations. Xiang Kong, Varun Gangal, Eduard H. Hovy
2020	SEEK: Segmented Embedding of Knowledge Graphs. Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin, Tie-Yan Liu
2020	SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu
2020	SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao
2020	SPECTER: Document-level Representation Learning using Citation-informed Transformers. Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld
2020	STARC: Structured Annotations for Reading Comprehension. Yevgeni Berzak, Jonathan Malmaud, Roger Levy
2020	SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization. Yang Gao, Wei Zhao, Steffen Eger
2020	SciREX: A Challenge Dataset for Document-Level Information Extraction. Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, Iz Beltagy
2020	Screenplay Summarization Using Latent Narrative Structure. Pinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata
2020	ScriptWriter: Narrative-Guided Script Generation. Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou
2020	Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation. Xabier Soto, Dimitar Sht. Shterionov, Alberto Poncelas, Andy Way
2020	Selective Question Answering under Domain Shift. Amita Kamath, Robin Jia, Percy Liang
2020	Self-Attention Guided Copy Mechanism for Abstractive Summarization. Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	Self-Attention with Cross-Lingual Position Representation. Liang Ding, Longyue Wang, Dacheng Tao
2020	Semantic Graphs for Generating Deep Questions. Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan
2020	Semantic Parsing for English as a Second Language. Yuanyuan Zhao, Weiwei Sun, Junjie Cao, Xiaojun Wan
2020	Semantic Scaffolds for Pseudocode-to-Code Generation. Ruiqi Zhong, Mitchell Stern, Dan Klein
2020	Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation. Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020	Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders. Zixia Jia, Youmi Ma, Jiong Cai, Kewei Tu
2020	Semi-supervised Contextual Historical Text Normalization. Peter Makarov, Simon Clematide
2020	SenseBERT: Driving Some Sense into BERT. Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham
2020	Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity. Nina Pörner, Ulli Waltinger, Hinrich Schütze
2020	SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics. Da Yin, Tao Meng, Kai-Wei Chang
2020	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, Pushpak Bhattacharyya
2020	SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling. Luoxin Chen, Weitong Ruan, Xinyue Liu, Jianhua Lu
2020	Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization. Henry Elder, Robert Burke, Alexander O'Connor, Jennifer Foster
2020	Shaping Visual Representations with Language for Few-Shot Classification. Jesse Mu, Percy Liang, Noah D. Goodman
2020	Should All Cross-Lingual Embeddings Speak English? Antonios Anastasopoulos, Graham Neubig
2020	Showing Your Work Doesn't Always Work. Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin
2020	Similarity Analysis of Contextual Word Representation Models. John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass
2020	Simple and Effective Retrieve-Edit-Rerank Text Generation. Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer
2020	Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora. Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg
2020	Simplify the Usage of Lexicon in Chinese NER. Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2020	SimulSpeech: End-to-End Simultaneous Speech to Text Translation. Yi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu
2020	Simultaneous Translation Policies: From Fixed to Adaptive. Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang
2020	Single Model Ensemble using Pseudo-Tags and Distinct Vectors. Ryosuke Kuwabara, Jun Suzuki, Hideki Nakayama
2020	Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language. Qianhui Wu, Zijia Lin, Börje Karlsson, Jianguang Lou, Biqing Huang
2020	Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu
2020	Smart To-Do: Automatic Generation of To-Do Items from Emails. Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White
2020	Social Bias Frames: Reasoning about Social and Power Implications of Language. Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, Yejin Choi
2020	Social Biases in NLP Models as Barriers for Persons with Disabilities. Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl
2020	Soft Gazetteers for Low-Resource Named Entity Recognition. Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime G. Carbonell
2020	Sources of Transfer in Multilingual Named Entity Recognition. David Mueller, Nicholas Andrews, Mark Dredze
2020	Span Selection Pre-training for Question Answering. Michael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
2020	Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
2020	Span-based Localizing Network for Natural Language Video Localization. Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou
2020	SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction. He Zhao, Longtao Huang, Rong Zhang, Quan Lu, Hui Xue
2020	Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback. Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah
2020	Speaker Sensitive Response Evaluation Model. JinYeong Bak, Alice Oh
2020	Speakers enhance contextually confusable words. Eric Meinhardt, Eric Bakovic, Leon Bergen
2020	Speech Translation and the End-to-End Promise: Taking Stock of Where We Are. Matthias Sperber, Matthias Paulik
2020	SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi
2020	Spelling Error Correction with Soft-Masked BERT. Shaohua Zhang, Haoran Huang, Jicong Liu, Hang Li
2020	Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words. Josef Klafka, Allyson Ettinger
2020	Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization. Xin Du, Kumiko Tanaka-Ishii
2020	Stolen Probability: A Structural Weakness of Neural Language Models. David Demeter, Gregory Kimmel, Doug Downey
2020	Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset. Revanth Rameshkumar, Peter Bailey
2020	Structural Information Preserving for Graph-to-Text Generation. Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2020	Structure-Level Knowledge Distillation For Multilingual Sequence Labeling. Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu
2020	Structured Tuning for Semantic Role Labeling. Tao Li, Parth Anand Jawale, Martha Palmer, Vivek Srikumar
2020	Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. Christopher Brix, Parnia Bahar, Hermann Ney
2020	Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi. Aryaman Arora, Luke Gessler, Nathan Schneider
2020	Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story Representation. David Wilmot, Frank Keller
2020	Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation. Kaustubh D. Dhole, Christopher D. Manning
2020	Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction. Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang, Ziming Chi
2020	Syntactic Data Augmentation Increases Robustness to Inference Heuristics. Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler, Tal Linzen
2020	Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks. Bo Zhang, Yue Zhang, Rui Wang, Zhenghua Li, Min Zhang
2020	TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task. Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
2020	TAG : Type Auxiliary Guiding for Code Comment Generation. Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2020	TVQA+: Spatio-Temporal Grounding for Video Question Answering. Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal
2020	TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories. Giannis Karamanolakis, Jun Ma, Xin Luna Dong
2020	TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data. Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel
2020	TaPas: Weakly Supervised Table Parsing via Pre-training. Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
2020	Tagged Back-translation Revisited: Why Does It Really Work? Benjamin Marie, Raphael Rubino, Atsushi Fujita
2020	Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics. Nitika Mathur, Timothy Baldwin, Trevor Cohn
2020	Target Inference in Argument Conclusion Generation. Milad Alshomary, Shahbaz Syed, Martin Potthast, Henning Wachsmuth
2020	Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer. Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya, Alfio Gliozzo
2020	Tchebycheff Procedure for Multi-task Text Classification. Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du
2020	Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering. Alexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020	Temporal Common Sense Acquisition with Minimal Supervision. Ben Zhou, Qiang Ning, Daniel Khashabi, Dan Roth
2020	Temporally-Informed Analysis of Named Entity Recognition. Shruti Rijhwani, Daniel Preotiuc-Pietro
2020	Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference. Nikita Kitaev, Dan Klein
2020	Text Classification with Negative Supervision. Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Chenhui Chu, Yuki Arase
2020	Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates. Katherine A. Keith, David D. Jensen, Brendan O'Connor
2020	Text-Based Ideal Points. Keyon Vafa, Suresh Naidu, David M. Blei
2020	That is a Known Lie: Detecting Previously Fact-Checked Claims. Shaden Shaar, Nikolay Babulkov, Giovanni Da San Martino, Preslav Nakov
2020	The Cascade Transformer: an Application for Efficient Answer Sentence Selection. Luca Soldaini, Alessandro Moschitti
2020	The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
2020	The Paradigm Discovery Problem. Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell, Nizar Habash
2020	The Right Tool for the Job: Matching Model and Instance Complexities. Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith
2020	The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange
2020	The Sensitivity of Language Models and Humans to Winograd Schema Perturbations. Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond Elliott, Anders Søgaard
2020	The State and Fate of Linguistic Diversity and Inclusion in the NLP World. Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury
2020	The Summary Loop: Learning to Write Abstractive Summaries Without Examples. Philippe Laban, Andrew Hsi, John F. Canny, Marti A. Hearst
2020	The TechQA Dataset. Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang
2020	The Unstoppable Rise of Computational Linguistics in Deep Learning. James Henderson
2020	To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying. Markus Gärtner, Kerstin Jung
2020	To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks. Sinong Wang, Madian Khabsa, Hao Ma
2020	To Test Machine Comprehension, Start by Defining Comprehension. Jesse Dunietz, Gregory Burnham, Akash Bharadwaj, Owen Rambow, Jennifer Chu-Carroll, David A. Ferrucci
2020	Topological Sort for Sentence Ordering. Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W. Black
2020	Toward Better Storylines with Sentence-Level Language Models. Daphne Ippolito, David Grangier, Douglas Eck, Chris Callison-Burch
2020	Toward Gender-Inclusive Coreference Resolution. Yang Trista Cao, Hal Daumé III
2020	Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization. Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, Yuta Koreeda, Kohsuke Yanai
2020	Towards Conversational Recommendation over Multi-Type Dialogs. Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	Towards Debiasing Sentence Representations. Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	Towards Emotion-aided Multi-modal Dialogue Act Classification. Tulika Saha, Aditya Prakash Patra, Sriparna Saha, Pushpak Bhattacharyya
2020	Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen
2020	Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? Alon Jacovi, Yoav Goldberg
2020	Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation. Bo Pang, Erik Nijkamp, Wenjuan Han, Linqi Zhou, Yixian Liu, Kewei Tu
2020	Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs. Jun Chen, Xiaoya Dai, Quan Yuan, Chao Lu, Haifeng Huang
2020	Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation. Aakanksha Naik, Carolyn P. Rosé
2020	Towards Robustifying NLI Models Against Lexical Dataset Biases. Xiang Zhou, Mohit Bansal
2020	Towards Transparent and Explainable Attention Models. Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
2020	Towards Understanding Gender Bias in Relation Extraction. Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth M. Belding, Kai-Wei Chang, William Yang Wang
2020	Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
2020	Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations. Karan Singla, Zhuohao Chen, David C. Atkins, Shrikanth Narayanan
2020	Toxicity Detection: Does Context Really Matter? John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain, Ion Androutsopoulos
2020	TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition. Ruifang He, Jian Wang, Fengyu Guo, Yugui Han
2020	Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering. Changmao Li, Jinho D. Choi
2020	Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction. Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
2020	Transition-based Semantic Dependency Parsing with Pointer Networks. Daniel Fernández-González, Carlos Gómez-Rodríguez
2020	Translationese as a Language in "Multilingual" NMT. Parker Riley, Isaac Caswell, Markus Freitag, David Grangier
2020	Tree-Structured Neural Topic Model. Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2020	Treebank Embedding Vectors for Out-of-domain Dependency Parsing. Joachim Wagner, James Barry, Jennifer Foster
2020	TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition. Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar, Xiang Ren
2020	Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data. Hamidreza Shahidi, Ming Li, Jimmy Lin
2020	USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation. Shikib Mehri, Maxine Eskénazi
2020	Uncertain Natural Language Inference. Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi, Benjamin Van Durme
2020	Uncertainty-Aware Curriculum Learning for Neural Machine Translation. Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan, Lidia S. Chao
2020	Understanding Advertisements with BERT. Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha, Manasi Patwardhan, Shirish Karande
2020	Understanding Attention for Text Classification. Xiaobing Sun, Wei Lu
2020	Understanding the Language of Political Agreement and Disagreement in Legislative Texts. Maryam Davoodi, Eric Waltenburg, Dan Goldwasser
2020	Universal Decompositional Semantic Parsing. Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme
2020	Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification. Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam
2020	Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering. Vikas Yadav, Steven Bethard, Mihai Surdeanu
2020	Unsupervised Cross-lingual Representation Learning at Scale. Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
2020	Unsupervised Domain Clusters in Pretrained Language Models. Roee Aharoni, Yoav Goldberg
2020	Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing. Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020	Unsupervised FAQ Retrieval with Question Generation and BERT. Yosi Mass, Boaz Carmeli, Haggai Roitman, David Konopnicki
2020	Unsupervised Morphological Paradigm Completion. Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya McCarthy, Katharina Kann
2020	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	Unsupervised Opinion Summarization as Copycat-Review Generation. Arthur Brazinskas, Mirella Lapata, Ivan Titov
2020	Unsupervised Opinion Summarization with Noising and Denoising. Reinald Kim Amplayo, Mirella Lapata
2020	Unsupervised Paraphrasing by Simulated Annealing. Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song
2020	Using Context in Neural Machine Translation Training Objectives. Danielle Saunders, Felix Stahlberg, Bill Byrne
2020	Variational Neural Machine Translation with Normalizing Flows. Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy, Matthias Paulik
2020	Verbal Multiword Expressions for Identification of Metaphor. Omid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha
2020	Video-Grounded Dialogues with Pretrained Generation Language Models. Hung Le, Steven C. H. Hoi
2020	Weight Poisoning Attacks on Pretrained Models. Keita Kurita, Paul Michel, Graham Neubig
2020	What Does BERT with Vision Look At? Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang
2020	What Question Answering can Learn from Trivia Nerds. Jordan L. Boyd-Graber, Benjamin Börschinger
2020	What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context. Ramy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed Ali, James R. Glass, Preslav Nakov
2020	What are the Goals of Distributional Semantics? Guy Emerson
2020	What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks. Richard Futrell, William Dyer, Gregory Scontras
2020	What is Learned in Visually Grounded Neural Syntax Acquisition. Noriyuki Kojima, Hadar Averbuch-Elor, Alexander M. Rush, Yoav Artzi
2020	When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? Kenneth Joseph, Jonathan H. Morgan
2020	Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries. Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul, Jordan L. Boyd-Graber
2020	Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2020	WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge. Hongming Zhang, Xinran Zhao, Yangqiu Song
2020	Word-level Textual Adversarial Attacking as Combinatorial Optimization. Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun
2020	Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions. Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy
2020	Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation. Shun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu, Hung-yi Lee
2020	Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal
2020	XtremeDistil: Multi-stage Distillation for Massive Multilingual Models. Subhabrata Mukherjee, Ahmed Hassan Awadallah
2020	You Don't Have Time to Read This: An Exploration of Document Reading Time Prediction. Orion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell, Kevin D. Seppi
2020	You Impress Me: Dialogue Generation via Mutual Persona Perception. Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
2020	ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu
2020	Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking. Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam
2020	Zero-shot Text Classification via Reinforced Self-training. Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen
2020	ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages. Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi
2020	iSarcasm: A Dataset of Intended Sarcasm. Silviu Oprea, Walid Magdy
2020	schuBERT: Optimizing Elements of BERT. Ashish Khetan, Zohar S. Karnin
2020	tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection. Nicole Peinelt, Dong Nguyen, Maria Liakata