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ACL 2020: all accepted papers

871 papers · page 4 of 9 · the most cited first · ← ACL 2020

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  1. To Test Machine Comprehension, Start by Defining Comprehension ↗Jesse Dunietz, Greg Burnham, Akash Bharadwaj et al.58 citations
  2. Contrastive Self-Supervised Learning for Commonsense Reasoning ↗Tassilo Klein, Moin Nabi57 citations
  3. Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ↗Bo Zheng, Haoyang Wen, Yaobo Liang et al.57 citations
  4. Examining the State-of-the-Art in News Timeline Summarization ↗Demian Gholipour Ghalandari, Georgiana Ifrim57 citations
  5. Generalizing Natural Language Analysis through Span-relation Representations ↗Zhengbao Jiang, Wei Xu, Jun Araki et al.57 citations
  6. Hard-Coded Gaussian Attention for Neural Machine Translation ↗Weiqiu You, Simeng Sun, Mohit Iyyer57 citations
  7. Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ↗Junliang Guo, Linli Xu, Enhong Chen57 citations
  8. RikiNet: Reading Wikipedia Pages for Natural Question Answering ↗Dayiheng Liu, Yeyun Gong, Jie Fu et al.57 citations
  9. Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ↗Hengyi Cai, Hongshen Chen, Yonghao Song et al.56 citations
  10. Hooks in the Headline: Learning to Generate Headlines with Controlled Styles ↗Di Jin, Zhijing Jin, Joey Tianyi Zhou et al.56 citations
  11. Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? ↗Cansu Sen, Thomas Hartvigsen, Biao Yin et al.56 citations
  12. Lexically Constrained Neural Machine Translation with Levenshtein TransformerRaymond Hendy Susanto, Shamil Chollampatt, Liling Tan56 citations · our summary
  13. Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ↗Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman56 citations
  14. Returning the N to NLP: Towards Contextually Personalized Classification Models ↗Lucie Flek56 citations
  15. TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ↗Giannis Karamanolakis, Jun Ma, Xin Luna Dong56 citations
  16. Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy ↗Xiexiong Lin, Weiyu Jian, Jianshan He et al.55 citations
  17. Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback ↗Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah55 citations
  18. Torch-Struct: Deep Structured Prediction Library ↗Alexander Rush · System Demonstrations · 🏆 Honorable Mention for Best Demonstration Paper55 citations
  19. A Study of Non-autoregressive Model for Sequence Generation ↗Yi Ren, Jinglin Liu, Xu Tan et al.54 citations
  20. Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ↗Guanhua Zhang, Bing Bai, Junqi Zhang et al.54 citations
  21. Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ↗Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang et al.54 citations
  22. Neural Graph Matching Networks for Chinese Short Text Matching ↗Lu Chen, Yanbin Zhao, Boer Lyu et al.54 citations
  23. On the Importance of Diversity in Question Generation for QA ↗Md Arafat Sultan, Shubham Chandel, Ramón Fernandez Astudillo et al.54 citations
  24. R\textasciicircum3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense KnowledgeTuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan et al.54 citations · our summary
  25. Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ↗Yixin Cao, Ruihao Shui, Liangming Pan et al.53 citations
  26. In Neural Machine Translation, What Does Transfer Learning Transfer? ↗Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield et al.53 citations
  27. Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization ↗Yue Cao, Hui Liu, Xiaojun Wan53 citations
  28. Negative Training for Neural Dialogue Response Generation ↗Tianxing He, James Glass53 citations
  29. A Call for More Rigor in Unsupervised Cross-lingual Learning ↗Mikel Artetxe, Sebastian Ruder, Dani Yogatama et al.52 citations
  30. A Formal Hierarchy of RNN Architectures ↗William Merrill, Gail Weiss, Yoav Goldberg et al.52 citations
  31. Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ↗Junnan Zhu, Yu Zhou, Jiajun Zhang et al.52 citations
  32. Similarity Analysis of Contextual Word Representation Models ↗John Wu, Yonatan Belinkov, Hassan Sajjad et al.52 citations
  33. Automatic Poetry Generation from Prosaic Text ↗Tim Van de Cruys50 citations
  34. Hierarchical Entity Typing via Multi-level Learning to Rank ↗Tongfei Chen, Yunmo Chen, Benjamin Van Durme50 citations
  35. Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine TranslationAditya Siddhant, Ankur Bapna, Yuan Cao et al.50 citations · our summary
  36. On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ↗Wei Zhao, Goran Glavaš, Maxime Peyrard et al.50 citations
  37. The Cascade Transformer: an Application for Efficient Answer Sentence Selection ↗Luca Soldaini, Alessandro Moschitti50 citations
  38. Uncertain Natural Language InferenceTongfei Chen, Zhengping Jiang, Adam Poliak et al.50 citations · our summary
  39. A Joint Model for Document Segmentation and Segment Labeling ↗Joe Barrow, Rajiv Jain, Vlad Morariu et al.49 citations
  40. A Multi-Perspective Architecture for Semantic Code Search ↗Rajarshi Haldar, Lingfei Wu, JinJun Xiong et al.49 citations
  41. Compositionality and Generalization In Emergent Languages ↗Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt et al.49 citations
  42. Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ↗Yuanhe Tian, Yan Song, Xiang Ao et al.49 citations
  43. MIE: A Medical Information Extractor towards Medical Dialogues ↗Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang et al.49 citations
  44. Meta-Transfer Learning for Code-Switched Speech Recognition ↗Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin et al.49 citations
  45. Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ↗Xiangyu Duan, Baijun Ji, Hao Jia et al.48 citations
  46. Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ↗Jun Xu, Haifeng Wang, Zheng-Yu Niu et al.48 citations
  47. Empower Entity Set Expansion via Language Model Probing ↗Yunyi Zhang, Jiaming Shen, Jingbo Shang et al.48 citations
  48. Heterogeneous Graph Transformer for Graph-to-Sequence Learning ↗Shaowei Yao, Tianming Wang, Xiaojun Wan48 citations
  49. LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ↗Wanjun Zhong, Duyu Tang, Zhangyin Feng et al.48 citations
  50. Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation ↗Kaustubh Dhole, Christopher D. Manning48 citations
  51. Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering ↗Vikas Yadav, Steven Bethard, Mihai Surdeanu48 citations
  52. A Tale of a Probe and a Parser ↗Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel et al.47 citations
  53. A negative case analysis of visual grounding methods for VQA ↗Robik Shrestha, Kushal Kafle, Christopher Kanan47 citations
  54. Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards ↗Justine Zhang, Cristian Danescu-Niculescu-Mizil47 citations
  55. DoQA - Accessing Domain-Specific FAQs via Conversational QA ↗Jon Ander Campos, Arantxa Otegi, Aitor Soroa et al.47 citations
  56. Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ↗Ryuichi Takanobu, Runze Liang, Minlie Huang47 citations
  57. Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation ↗Federico Scozzafava, Marco Maru, Fabrizio Brignone et al. · System Demonstrations47 citations
  58. Multi-Domain Dialogue Acts and Response Co-GenerationKai Wang, Junfeng Tian, Rui Wang et al.46 citations · our summary
  59. Simultaneous Translation Policies: From Fixed to Adaptive ↗Baigong Zheng, Kaibo Liu, Renjie Zheng et al.46 citations
  60. Temporally-Informed Analysis of Named Entity Recognition ↗Shruti Rijhwani, Daniel Preotiuc-Pietro46 citations
  61. Cross-modal Coherence Modeling for Caption Generation ↗Malihe Alikhani, Piyush Sharma, Shengjie Li et al.45 citations
  62. Rigid Formats Controlled Text Generation ↗Piji Li, Haisong Zhang, Xiaojiang Liu et al.45 citations
  63. Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting ↗Po-Yao Huang, Junjie Hu, Xiaojun Chang et al.45 citations
  64. Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ↗Arjun Akula, Spandana Gella, Yaser Al-Onaizan et al.45 citations
  65. XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ↗Subhabrata Mukherjee, Ahmed Hassan Awadallah45 citations
  66. “You Sound Just Like Your Father” Commercial Machine Translation Systems Include Stylistic Biases ↗Dirk Hovy, Federico Bianchi, Tommaso Fornaciari45 citations
  67. Improving Image Captioning Evaluation by Considering Inter References Variance ↗Yanzhi Yi, Hangyu Deng, Jinglu Hu44 citations
  68. Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ↗Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi et al.44 citations
  69. Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ↗Xiaoyu Shen, Ernie Chang, Hui Su et al.44 citations
  70. Photon: A Robust Cross-Domain Text-to-SQL System ↗Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi et al. · System Demonstrations44 citations
  71. ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ↗Colin Lockard, Prashant Shiralkar, Xin Luna Dong et al.44 citations
  72. A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization ↗Dongfang Xu, Zeyu Zhang, Steven Bethard43 citations
  73. Analyzing the Persuasive Effect of Style in News Editorial Argumentation ↗Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib et al.43 citations
  74. Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell ↗Djamé Seddah, Farah Essaidi, Amal Fethi et al.43 citations
  75. Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ↗Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani et al.43 citations
  76. Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing ↗Clara Meister, Elizabeth Salesky, Ryan Cotterell43 citations
  77. Interpretability and Analysis in Neural NLP ↗Yonatan Belinkov, Sebastian Gehrmann, Ellie Pavlick · Tutorial Abstracts43 citations
  78. Paraphrase Generation by Learning How to Edit from Samples ↗Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah43 citations
  79. SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing ↗Jiaying Hu, Yan Yang, Chencai Chen et al.43 citations
  80. Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ↗Samuel Coope, Tyler Farghly, Daniela Gerz et al.43 citations
  81. Topological Sort for Sentence Ordering ↗Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W Black43 citations
  82. Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ↗Sajad Sotudeh Gharebagh, Nazli Goharian, Ross Filice42 citations
  83. Structural Information Preserving for Graph-to-Text Generation ↗Linfeng Song, Ante Wang, Jinsong Su et al.42 citations
  84. A Prioritization Model for Suicidality Risk Assessment ↗Han-Chin Shing, Philip Resnik, Douglas Oard41 citations
  85. An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ↗Enrique Amigó, Julio Gonzalo, Stefano Mizzaro et al.41 citations
  86. Bridging Anaphora Resolution as Question AnsweringYufang Hou41 citations · our summary
  87. Controlled Crowdsourcing for High-Quality QA-SRL AnnotationPaul Roit, Ayal Klein, Daniela Stepanov et al.41 citations · our summary
  88. Cross-Linguistic Syntactic Evaluation of Word Prediction ModelsAaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou et al.41 citations · our summary
  89. Dialogue State Tracking with Explicit Slot Connection Modeling ↗Yawen Ouyang, Moxin Chen, Xinyu Dai et al.41 citations
  90. Evaluating Robustness to Input Perturbations for Neural Machine Translation ↗Xing Niu, Prashant Mathur, Georgiana Dinu et al.41 citations
  91. Learning and Evaluating Emotion Lexicons for 91 Languages ↗Sven Buechel, Susanna Rücker, Udo Hahn41 citations
  92. Multi-Label and Multilingual News Framing Analysis ↗Afra Feyza Akyürek, Lei Guo, Randa Elanwar et al.41 citations
  93. Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ↗Goran Glavaš, Ivan Vulić41 citations
  94. R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ↗Naoya Inoue, Pontus Stenetorp, Kentaro Inui41 citations
  95. Tagged Back-translation Revisited: Why Does It Really Work? ↗Benjamin Marie, Raphael Rubino, Atsushi Fujita41 citations
  96. Unsupervised FAQ Retrieval with Question Generation and BERT ↗Yosi Mass, Boaz Carmeli, Haggai Roitman et al.41 citations
  97. A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical StructureLongyin Zhang, Yuqing Xing, Fang Kong et al.40 citations · our summary
  98. BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ↗Timo Schick, Hinrich Schütze40 citations
  99. Guiding Variational Response Generator to Exploit Persona ↗Bowen Wu, MengYuan Li, Zongsheng Wang et al.40 citations
  100. Improving Entity Linking through Semantic Reinforced Entity Embeddings ↗Feng Hou, Ruili Wang, Jun He et al.40 citations

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