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Findings of the Association for Computational Linguistics 2020: all accepted papers

447 papers · page 4 of 5 · the most cited first · ← Findings of the Association for Computational Linguistics 2020

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  1. Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion ↗Ankur Goswami, Akshata Bhat, Hadar Ohana et al.9 citations
  2. Will it Unblend? ↗Yuval Pinter, Cassandra L. Jacobs, Jacob Eisenstein9 citations
  3. A Compare Aggregate Transformer for Understanding Document-grounded Dialogue ↗Longxuan Ma, Wei-Nan Zhang, Runxin Sun et al.8 citations
  4. Adapting Coreference Resolution to Twitter Conversations ↗Berfin Aktaş, Veronika Solopova, Annalena Kohnert et al.8 citations
  5. Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation ↗Wen Zheng, Natasa Milic-Frayling, Ke Zhou8 citations
  6. Decoding Language Spatial Relations to 2D Spatial Arrangements ↗Gorjan Radevski, Guillem Collell, Marie-Francine Moens et al.8 citations
  7. General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference ↗Jingfei Du, Myle Ott, Haoran Li et al.8 citations
  8. Graph-to-Graph Transformer for Transition-based Dependency ParsingAlireza Mohammadshahi, James Henderson8 citations · our summary
  9. Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition ↗Vasileios Lioutas, Ahmad Rashid, Krtin Kumar et al.8 citations
  10. Internal and external pressures on language emergence: least effort, object constancy and frequency ↗Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes et al.8 citations
  11. Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization ↗Jiho Noh, Ramakanth Kavuluru8 citations
  12. Multi-pretraining for Large-scale Text Classification ↗Kang-Min Kim, Bumsu Hyeon, Yeachan Kim et al.8 citations
  13. OptSLA: an Optimization-Based Approach for Sequential Label Aggregation ↗Nasim Sabetpour, Adithya Kulkarni, Qi Li8 citations
  14. Research Replication Prediction Using Weakly Supervised Learning ↗Tianyi Luo, Xingyu Li, Hainan Wang et al.8 citations
  15. Speaker or Listener? The Role of a Dialog Agent ↗Yafei Liu, Hongjin Qian, Hengpeng Xu et al.8 citations
  16. Textual Supervision for Visually Grounded Spoken Language Understanding ↗Bertrand Higy, Desmond Elliott, Grzegorz Chrupała8 citations
  17. Toward Stance-based Personas for Opinionated Dialogues ↗Thomas Scialom, Serra Sinem Tekiroğlu, Jacopo Staiano et al.8 citations
  18. Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora ↗Hancheng Cao, Mengjie Cheng, Zhepeng Cen et al.8 citations
  19. A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions ↗Takuma Udagawa, Takato Yamazaki, Akiko Aizawa7 citations
  20. Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems ↗Yen-chen Wu, Bo-Hsiang Tseng, Milica Gašić7 citations
  21. An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events ↗M. Janina Sarol, Ly Dinh, Rezvaneh Rezapour et al.7 citations
  22. An Investigation of Potential Function Designs for Neural CRF ↗Zechuan Hu, Yong Jiang, Nguyen Bach et al.7 citations
  23. Context-aware Stand-alone Neural Spelling Correction ↗Xiangci Li, Hairong Liu, Liang Huang7 citations
  24. Corpora Evaluation and System Bias Detection in Multi-document Summarization ↗Alvin Dey, Tanya Chowdhury, Yash Kumar Atri et al.7 citations
  25. Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation ↗Weijia Xu, Xing Niu, Marine Carpuat7 citations
  26. Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports ↗Markus Zlabinger, Marta Sabou, Sebastian Hofstätter et al.7 citations
  27. Effects of Naturalistic Variation in Goal-Oriented Dialog ↗Jatin Ganhotra, Robert Moore, Sachindra Joshi et al.7 citations
  28. Examining the Ordering of Rhetorical Strategies in Persuasive Requests ↗Omar Shaikh, Jiaao Chen, Jon Saad-Falcon et al.7 citations
  29. Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training ↗Dongha Choi, Hyunju Lee7 citations
  30. Fine-Grained Grounding for Multimodal Speech Recognition ↗Tejas Srinivasan, Ramon Sanabria, Florian Metze et al.7 citations
  31. Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles ↗Carel van Niekerk, Michael Heck, Christian Geishauser et al.7 citations
  32. Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling ↗Dejiao Zhang, Ramesh Nallapati, Henghui Zhu et al.7 citations
  33. No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension ↗Xuguang Wang, Linjun Shou, Ming Gong et al.7 citations
  34. Universal Dependencies According to BERT: Both More Specific and More General ↗Tomasz Limisiewicz, David Mareček, Rudolf Rosa7 citations
  35. Why and when should you pool? Analyzing Pooling in Recurrent Architectures ↗Pratyush Maini, Keshav Kolluru, Danish Pruthi et al.7 citations
  36. A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events ↗Susmitha Wunnava, Xiao Qin, Tabassum Kakar et al.6 citations
  37. A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining ↗Jiahua Chen, Shuai Wang, Sahisnu Mazumder et al.6 citations
  38. Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization ↗Zhengyuan Liu, Ke Shi, Nancy Chen6 citations
  39. Dual Inference for Improving Language Understanding and Generation ↗Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen6 citations
  40. Generating Accurate Electronic Health Assessment from Medical Graph ↗Zhichao Yang, Hong Yu6 citations
  41. Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning ↗Rui Wang, Shijing Si, Guoyin Wang et al.6 citations
  42. Joint Intent Detection and Entity Linking on Spatial Domain Queries ↗Lei Zhang, Runze Wang, Jingbo Zhou et al.6 citations
  43. Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation ↗Nithin Holla, Pushkar Mishra, Helen Yannakoudakis et al.6 citations
  44. More Embeddings, Better Sequence Labelers? ↗Xinyu Wang, Yong Jiang, Nguyen Bach et al.6 citations
  45. Persian Ezafe Recognition Using Transformers and Its Role in Part-Of-Speech Tagging ↗Ehsan Doostmohammadi, Minoo Nassajian, Adel Rahimi6 citations
  46. Robust and Interpretable Grounding of Spatial References with Relation Networks ↗Tsung-Yen Yang, Andrew Lan, Karthik Narasimhan6 citations
  47. Scene Graph Modification Based on Natural Language Commands ↗Xuanli He, Quan Hung Tran, Gholamreza Haffari et al.6 citations
  48. Syntactic and Semantic-driven Learning for Open Information Extraction ↗Jialong Tang, Yaojie Lu, Hongyu Lin et al.6 citations
  49. TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process ↗Junsheng Kong, Zhicheng Zhong, Yi Cai et al.6 citations
  50. Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields ↗Jingxuan Yang, Kerui Xu, Jun Xu et al.6 citations
  51. \#Turki\$hTweets: A Benchmark Dataset for Turkish Text Correction ↗Asiye Tuba Koksal, Ozge Bozal, Emre Yürekli et al.6 citations
  52. Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction ↗Pengshuai Li, Xinsong Zhang, Weijia Jia et al.5 citations
  53. Adversarial Subword Regularization for Robust Neural Machine Translation ↗Jungsoo Park, Mujeen Sung, Jinhyuk Lee et al.5 citations
  54. Adversarial Training for Code Retrieval with Question-Description Relevance Regularization ↗Jie Zhao, Huan Sun5 citations
  55. AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval ↗Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang et al.5 citations
  56. Automatic Term Name Generation for Gene Ontology: Task and Dataset ↗Yanjian Zhang, Qin Chen, Yiteng Zhang et al.5 citations
  57. Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing ↗Ke Wang, Jiayi Wang, Niyu Ge et al.5 citations
  58. Consistent Response Generation with Controlled Specificity ↗Junya Takayama, Yuki Arase5 citations
  59. Continual Learning Long Short Term Memory ↗Xin Guo, Yu Tian, Qinghan Xue et al.5 citations
  60. Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning ↗Yifan Gao, Piji Li, Wei Bi et al.5 citations
  61. ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection ↗Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng5 citations
  62. Event-Driven Learning of Systematic Behaviours in Stock Markets ↗Xianchao Wu5 citations
  63. Factorized Transformer for Multi-Domain Neural Machine Translation ↗Yongchao Deng, Hongfei Yu, Heng Yu et al.5 citations
  64. Focus-Constrained Attention Mechanism for CVAE-based Response Generation ↗Zhi Cui, Yanran Li, Jiayi Zhang et al.5 citations
  65. From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli? ↗Maryam Hashemzadeh, Greta Kaufeld, Martha White et al.5 citations
  66. Global Bootstrapping Neural Network for Entity Set Expansion ↗Lingyong Yan, Xianpei Han, Ben He et al.5 citations
  67. Hierarchical Region Learning for Nested Named Entity Recognition ↗Xinwei Long, Shuzi Niu, Yucheng Li5 citations
  68. Inferring symmetry in natural language ↗Chelsea Tanchip, Lei Yu, Aotao Xu et al.5 citations
  69. Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback ↗Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy5 citations
  70. LiMiT: The Literal Motion in Text Dataset ↗Irene Manotas, Ngoc Phuoc An Vo, Vadim Sheinin5 citations
  71. Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives ↗Won Ik Cho, Youngki Moon, Sangwhan Moon et al.5 citations
  72. Mining Knowledge for Natural Language Inference from Wikipedia Categories ↗Mingda Chen, Zewei Chu, Karl Stratos et al.5 citations
  73. Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation ↗Baohao Liao, Yingbo Gao, Hermann Ney5 citations
  74. On the Branching Bias of Syntax Extracted from Pre-trained Language Models ↗Huayang Li, Lemao Liu, Guoping Huang et al.5 citations
  75. PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding ↗Zhao Jinman, Shawn Zhong, Xiaomin Zhang et al.5 citations
  76. Semantic Matching for Sequence-to-Sequence Learning ↗Ruiyi Zhang, Changyou Chen, Xinyuan Zhang et al.5 citations
  77. Structural and Functional Decomposition for Personality Image Captioning in a Communication Game ↗Minh Thu Nguyen, Duy Phung, Minh Hoai et al.5 citations
  78. Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons ↗Minlong Peng, Ruotian Ma, Qi Zhang et al.5 citations
  79. Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders ↗Zhao Li, Kewei Tu5 citations
  80. Where to Submit? Helping Researchers to Choose the Right Venue ↗Konstantin Kobs, Tobias Koopmann, Albin Zehe et al.5 citations
  81. Answer Span Correction in Machine Reading Comprehension ↗Revanth Gangi Reddy, Md Arafat Sultan, Efsun Sarioglu Kayi et al.4 citations
  82. Attending to Long-Distance Document Context for Sequence Labeling ↗Matthew Jörke, Jon Gillick, Matthew Sims et al.4 citations
  83. Cascaded Semantic and Positional Self-Attention Network for Document Classification ↗Juyong Jiang, Jie Zhang, Kai Zhang4 citations
  84. Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings ↗Prafull Prakash, Saurabh Kumar Shashidhar, Wenlong Zhao et al.4 citations
  85. Cross-Lingual Dependency Parsing by POS-Guided Word Reordering ↗Lu Liu, Yi Zhou, Jianhan Xu et al.4 citations
  86. Generalizable and Explainable Dialogue Generation via Explicit Action Learning ↗Xinting Huang, Jianzhong Qi, Yu Sun et al.4 citations
  87. Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success ↗Farzana Rashid, Tommaso Fornaciari, Dirk Hovy et al.4 citations
  88. Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation ↗Luyu Gao, Xinyi Wang, Graham Neubig4 citations
  89. KLearn: Background Knowledge Inference from Summarization Data ↗Maxime Peyrard, Robert West4 citations
  90. Learning to Generalize for Sequential Decision Making ↗Xusen Yin, Ralph Weischedel, Jonathan May4 citations
  91. Pseudo-Bidirectional Decoding for Local Sequence Transduction ↗Wangchunshu Zhou, Tao Ge, Ke Xu4 citations
  92. Semantically Driven Sentence Fusion: Modeling and Evaluation ↗Eyal Ben-David, Orgad Keller, Eric Malmi et al.4 citations
  93. Semi-Supervised Learning for Video Captioning ↗Ke Lin, Zhuoxin Gan, Liwei Wang4 citations
  94. Understanding User Resistance Strategies in Persuasive Conversations ↗Youzhi Tian, Weiyan Shi, Chen Li et al.4 citations
  95. Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling ↗Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz4 citations
  96. Using Visual Feature Space as a Pivot Across Languages ↗Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt et al.4 citations
  97. Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering ↗Po-Nien Kung, Tse-Hsuan Yang, Yi-Cheng Chen et al.4 citations
  98. Adversarial Text Generation via Sequence Contrast Discrimination ↗Ke Wang, Xiaojun Wan3 citations
  99. An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text ↗Daivik Swarup, Ahsaas Bajaj, Sheshera Mysore et al.3 citations
  100. Beyond Language: Learning Commonsense from Images for Reasoning ↗Wanqing Cui, Yanyan Lan, Liang Pang et al.3 citations

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