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

447 papers · page 3 of 5 · the most cited first · ← Findings of the Association for Computational Linguistics 2020

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  1. Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems ↗Ziming Li, Julia Kiseleva, Maarten de Rijke20 citations
  2. The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification ↗Abdullatif Köksal, Arzucan Özgür20 citations
  3. Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation ↗Shoetsu Sato, Jin Sakuma, Naoki Yoshinaga et al.20 citations
  4. A structure-enhanced graph convolutional network for sentiment analysis ↗Fanyu Meng, Junlan Feng, Danping Yin et al.19 citations
  5. Cross-Lingual Training of Neural Models for Document Ranking ↗Peng Shi, He Bai, Jimmy Lin19 citations
  6. End-to-End Speech Recognition and Disfluency Removal ↗Paria Jamshid Lou, Mark Johnson19 citations
  7. Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots ↗Jia-Chen Gu, Zhenhua Ling, Quan Liu et al.19 citations
  8. Improving Text Understanding via Deep Syntax-Semantics Communication ↗Hao Fei, Yafeng Ren, Donghong Ji19 citations
  9. Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation ↗Seungjae Shin, Kyungwoo Song, JoonHo Jang et al.19 citations
  10. Revisiting Representation Degeneration Problem in Language Modeling ↗Zhong Zhang, Chongming Gao, Cong Xu et al.19 citations
  11. Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention ↗Ningyu Zhang, Shumin Deng, Juan Li et al.19 citations
  12. Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space ↗Dongyu Ru, Jiangtao Feng, Lin Qiu et al.18 citations
  13. BERT for Monolingual and Cross-Lingual Reverse Dictionary ↗Hang Yan, Xiaonan Li, Xipeng Qiu et al.18 citations
  14. Finding the Optimal Vocabulary Size for Neural Machine TranslationThamme Gowda, Jonathan May18 citations · our summary
  15. Guided Dialogue Policy Learning without Adversarial Learning in the Loop ↗Ziming Li, Sungjin Lee, Baolin Peng et al.18 citations
  16. Out-of-Sample Representation Learning for Knowledge Graphs ↗Marjan Albooyeh, Rishab Goel, Seyed Mehran Kazemi18 citations
  17. Predicting Responses to Psychological Questionnaires from Participants' Social Media Posts and Question Text Embeddings ↗Huy Vu, Suhaib Abdurahman, Sudeep Bhatia et al.18 citations
  18. Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling ↗Zhenghao Liu, Chenyan Xiong, Zhuyun Dai et al.17 citations
  19. ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments ↗Hyounghun Kim, Abhaysinh Zala, Graham Burri et al.17 citations
  20. Diversify Question Generation with Continuous Content Selectors and Question Type Modeling ↗Zhen Wang, Siwei Rao, Jie Zhang et al.17 citations
  21. Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification ↗Heng Gong, Wei Bi, Xiaocheng Feng et al.17 citations
  22. MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network ↗Mauajama Firdaus, Nidhi Thakur, Asif Ekbal17 citations
  23. Towards Context-Aware Code Comment Generation ↗Xiaohan Yu, Quzhe Huang, Zheng Wang et al.17 citations
  24. Zero-shot Entity Linking with Efficient Long Range Sequence Modeling ↗Zonghai Yao, Liangliang Cao, Huapu Pan17 citations
  25. A little goes a long way: Improving toxic language classification despite data scarcity ↗Mika Juuti, Tommi Gröndahl, Adrian Flanagan et al.16 citations
  26. Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines ↗Łukasz Borchmann, Dawid Wisniewski, Andrzej Gretkowski et al.16 citations
  27. Dynamic Data Selection for Curriculum Learning via Ability Estimation ↗John P. Lalor, Hong Yu16 citations
  28. Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection ↗Michele Corazza, Stefano Menini, Elena Cabrio et al.16 citations
  29. Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues ↗Sixing Wu, Ying Li, Dawei Zhang et al.16 citations
  30. On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers ↗Marius Mosbach, Anna Khokhlova, Michael A. Hedderich et al.16 citations
  31. Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning ↗Travis Goodwin, Max Savery, Dina Demner-Fushman16 citations
  32. A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph ↗Lin Qiao, Jianhao Yan, Fandong Meng et al.15 citations
  33. Data-to-Text Generation with Style Imitation ↗Shuai Lin, Wentao Wang, Zichao Yang et al.15 citations
  34. Exploiting Unsupervised Data for Emotion Recognition in Conversations ↗Wenxiang Jiao, Michael Lyu, Irwin King15 citations
  35. Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming ↗Kanishka Misra, Allyson Ettinger, Julia Rayz15 citations
  36. How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization ↗Jian Liu, Yubo Chen, Kang Liu et al.15 citations
  37. Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP ↗Hao Fei, Yafeng Ren, Donghong Ji15 citations
  38. Social Commonsense Reasoning with Multi-Head Knowledge Attention ↗Debjit Paul, Anette Frank15 citations
  39. StyleDGPT: Stylized Response Generation with Pre-trained Language Models ↗Ze Yang, Wei Wu, Can Xu et al.15 citations
  40. Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention ↗Daeun Lee, Soyoung Park, Jiwon Kang et al.14 citations
  41. Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach ↗Maosen Zhang, Nan Jiang, Lei Li et al.14 citations
  42. NeuReduce: Reducing Mixed Boolean-Arithmetic Expressions by Recurrent Neural Network ↗Weijie Feng, Binbin Liu, Dongpeng Xu et al.14 citations
  43. Undersensitivity in Neural Reading Comprehension ↗Johannes Welbl, Pasquale Minervini, Max Bartolo et al.14 citations
  44. Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse RelationsI-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser14 citations · our summary
  45. Assessing Human-Parity in Machine Translation on the Segment Level ↗Yvette Graham, Christian Federmann, Maria Eskevich et al.13 citations
  46. Characterizing the Value of Information in Medical Notes ↗Chao-Chun Hsu, Shantanu Karnwal, Sendhil Mullainathan et al.13 citations
  47. Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning ↗Fei Cheng, Masayuki Asahara, Ichiro Kobayashi et al.13 citations
  48. How Can Self-Attention Networks Recognize Dyck-n Languages? ↗Javid Ebrahimi, Dhruv Gelda, Wei Zhang13 citations
  49. On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks ↗Stephen Mussmann, Robin Jia, Percy Liang13 citations
  50. Optimizing Word Segmentation for Downstream Task ↗Tatsuya Hiraoka, Sho Takase, Kei Uchiumi et al.13 citations
  51. Robust Backed-off Estimation of Out-of-Vocabulary Embeddings ↗Nobukazu Fukuda, Naoki Yoshinaga, Masaru Kitsuregawa13 citations
  52. Weakly- and Semi-supervised Evidence Extraction ↗Danish Pruthi, Bhuwan Dhingra, Graham Neubig et al.13 citations
  53. A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction ↗Masato Mita, Shun Kiyono, Masahiro Kaneko et al.12 citations
  54. Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision ↗Sandro Pezzelle, Claudio Greco, Greta Gandolfi et al.12 citations
  55. Enhancing Generalization in Natural Language Inference by Syntax ↗Qi He, Han Wang, Yue Zhang12 citations
  56. GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking ↗Peng Wu, Bowei Zou, Ridong Jiang et al.12 citations
  57. Guiding Attention for Self-Supervised Learning with Transformers ↗Ameet Deshpande, Karthik Narasimhan12 citations
  58. PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions ↗Jiazhao Li, Corey Lester, Xinyan Zhao et al.12 citations
  59. Quantifying the Contextualization of Word Representations with Semantic Class Probing ↗Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh et al.12 citations
  60. The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation ↗Jie He, Tao Wang, Deyi Xiong et al.12 citations
  61. Visuo-Linguistic Question Answering (VLQA) Challenge ↗Shailaja Keyur Sampat, Yezhou Yang, Chitta Baral12 citations
  62. Abstractive Multi-Document Summarization via Joint Learning with Single-Document Summarization ↗Hanqi Jin, Xiaojun Wan11 citations
  63. Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension ↗Adyasha Maharana, Mohit Bansal11 citations
  64. Data Annealing for Informal Language Understanding Tasks ↗Jing Gu, Zhou Yu11 citations
  65. Domain Adversarial Fine-Tuning as an Effective Regularizer ↗Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou et al.11 citations
  66. Event-Related Bias Removal for Real-time Disaster Events ↗Salvador Medina Maza, Evangelia Spiliopoulou, Eduard Hovy et al.11 citations
  67. Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory ↗Hannah Chen, Yangfeng Ji, David Evans11 citations
  68. Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training ↗Renjie Zheng, Mingbo Ma, Baigong Zheng et al.11 citations
  69. Improving Event Duration Prediction via Time-aware Pre-training ↗Zonglin Yang, Xinya Du, Alexander Rush et al.11 citations
  70. Improving Limited Labeled Dialogue State Tracking with Self-Supervision ↗Chien-Sheng Wu, Steven C.H. Hoi, Caiming Xiong11 citations
  71. Improving QA Generalization by Concurrent Modeling of Multiple Biases ↗Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé et al.11 citations
  72. KoBE: Knowledge-Based Machine Translation EvaluationZorik Gekhman, Roee Aharoni, Genady Beryozkin et al.11 citations · our summary
  73. Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing ↗Girishkumar Ponkiya, Rudra Murthy, Pushpak Bhattacharyya et al.11 citations
  74. Modeling Preconditions in Text with a Crowd-sourced Dataset ↗Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh et al.11 citations
  75. Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue ↗WeiSheng Zhang, Kaisong Song, Yangyang Kang et al.11 citations
  76. Ruler: Data Programming by Demonstration for Document Labeling ↗Sara Evensen, Chang Ge, Cagatay Demiralp11 citations
  77. SeNsER: Learning Cross-Building Sensor Metadata Tagger ↗Yang Jiao, Jiacheng Li, Jiaman Wu et al.11 citations
  78. What-if I ask you to explain: Explaining the effects of perturbations in procedural text ↗Dheeraj Rajagopal, Niket Tandon, Peter Clark et al.11 citations
  79. A Semantics-based Approach to Disclosure Classification in User-Generated Online Content ↗Chandan Akiti, Anna Squicciarini, Sarah Rajtmajer10 citations
  80. A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis ↗Peiqin Lin, Meng Yang10 citations
  81. Assessing Robustness of Text Classification through Maximal Safe Radius Computation ↗Emanuele La Malfa, Min Wu, Luca Laurenti et al.10 citations
  82. Context Analysis for Pre-trained Masked Language Models ↗Yi-An Lai, Garima Lalwani, Yi Zhang10 citations
  83. Narrative Text Generation with a Latent Discrete Plan ↗Harsh Jhamtani, Taylor Berg-Kirkpatrick10 citations
  84. Pragmatic Issue-Sensitive Image CaptioningAllen Nie, Reuben Cohn-Gordon, Christopher Potts10 citations · our summary
  85. STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence RetrievalCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar et al.10 citations · our summary
  86. Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts ↗Kosuke Yamada, Tsutomu Hirao, Ryohei Sasano et al.10 citations
  87. The Role of Reentrancies in Abstract Meaning Representation Parsing ↗Ida Szubert, Marco Damonte, Shay B. Cohen et al.10 citations
  88. Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER ↗Qingkai Zeng, Wenhao Yu, Mengxia Yu et al.10 citations
  89. Using the Past Knowledge to Improve Sentiment Classification ↗Qi Qin, Wenpeng Hu, Bing Liu10 citations
  90. What do we expect from Multiple-choice QA Systems? ↗Krunal Shah, Nitish Gupta, Dan Roth10 citations
  91. A Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut Tsarfaty9 citations · our summary
  92. Balancing via Generation for Multi-Class Text Classification Improvement ↗Naama Tepper, Esther Goldbraich, Naama Zwerdling et al.9 citations
  93. Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers ↗Brian Lester, Daniel Pressel, Amy Hemmeter et al.9 citations
  94. Contextual Modulation for Relation-Level Metaphor Identification ↗Omnia Zayed, John P. McCrae, Paul Buitelaar9 citations
  95. Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation ↗Giuseppe Russo, Nora Hollenstein, Claudiu Cristian Musat et al.9 citations
  96. Controllable Text Generation with Focused Variation ↗Lei Shu, Alexandros Papangelis, Yi-Chia Wang et al.9 citations
  97. Fast End-to-end Coreference Resolution for Korean ↗Cheoneum Park, Jamin Shin, Sungjoon Park et al.9 citations
  98. Inserting Information Bottlenecks for Attribution in Transformers ↗Zhiying Jiang, Raphael Tang, Ji Xin et al.9 citations
  99. LSTMs Compose–-and Learn–-Bottom-Up ↗Naomi Saphra, Adam Lopez9 citations
  100. Target Conditioning for One-to-Many Generation ↗Marie-Anne Lachaux, Armand Joulin, Guillaume Lample9 citations

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