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ACL 2020: all accepted papers

871 papers · page 3 of 9 · the most cited first · ← ACL 2020

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  1. Improving Image Captioning with Better Use of Caption ↗Zhan Shi, Xu Zhou, Xipeng Qiu et al.89 citations
  2. Bipartite Flat-Graph Network for Nested Named Entity Recognition ↗Ying Luo, Hai Zhao88 citations
  3. Image-Chat: Engaging Grounded Conversations ↗Kurt Shuster, Samuel Humeau, Antoine Bordes et al.88 citations
  4. Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation ↗Haoyu Song, Yan Wang, Wei-Nan Zhang et al.87 citations
  5. Robust Encodings: A Framework for Combating Adversarial Typos ↗Erik Jones, Robin Jia, Aditi Raghunathan et al.87 citations
  6. A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ↗Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham et al.85 citations
  7. CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ↗Lei Shen, Yang Feng85 citations
  8. Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection ↗Hanjie Chen, Guangtao Zheng, Yangfeng Ji85 citations
  9. One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases ↗Xingdi Yuan, Tong Wang, Rui Meng et al.85 citations
  10. Towards Transparent and Explainable Attention Models ↗Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan et al.85 citations
  11. Dynamic Memory Induction Networks for Few-Shot Text Classification ↗Ruiying Geng, Binhua Li, Yongbin Li et al.84 citations
  12. Generating Counter Narratives against Online Hate Speech: Data and StrategiesSerra Sinem Tekiroğlu, Yi-Ling Chung, Marco Guerini84 citations · our summary
  13. It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsSamson Tan, Shafiq Joty, Min-Yen Kan et al.84 citations · our summary
  14. Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation ↗Chao Zhao, Marilyn Walker, Snigdha Chaturvedi83 citations
  15. SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ↗Mao Ye, Chengyue Gong, Qiang Liu83 citations
  16. Contextual Embeddings: When Are They Worth It? ↗Simran Arora, Avner May, Jian Zhang et al.81 citations
  17. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato et al.81 citations · our summary
  18. Paraphrase Augmented Task-Oriented Dialog Generation ↗Silin Gao, Yichi Zhang, Zhijian Ou et al.80 citations
  19. Predicting the Topical Stance and Political Leaning of Media using Tweets ↗Peter Stefanov, Kareem Darwish, Atanas Atanasov et al.80 citations
  20. Semantic Graphs for Generating Deep QuestionsLiangming Pan, Yuxi Xie, Yansong Feng et al.80 citations · our summary
  21. TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ↗Bill Yuchen Lin, Dong-Ho Lee, Ming Shen et al.79 citations
  22. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot78 citations · our summary
  23. An Effective Transition-based Model for Discontinuous NER ↗Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.78 citations
  24. Aligned Dual Channel Graph Convolutional Network for Visual Question Answering ↗Qingbao Huang, Jielong Wei, Yi Cai et al.77 citations
  25. From Arguments to Key Points: Towards Automatic Argument SummarizationRoy Bar-Haim, Lilach Eden, Roni Friedman et al.77 citations · our summary
  26. INFOTABS: Inference on Tables as Semi-structured DataVivek Gupta, Maitrey Mehta, Pegah Nokhiz et al.77 citations · our summary
  27. Temporal Common Sense Acquisition with Minimal Supervision ↗Ben Zhou, Qiang Ning, Daniel Khashabi et al.77 citations
  28. IMoJIE: Iterative Memory-Based Joint Open Information Extraction ↗Keshav Kolluru, Samarth Aggarwal, Vipul Rathore et al.76 citations
  29. Neural Topic Modeling with Bidirectional Adversarial Training ↗Rui Wang, Xuemeng Hu, Deyu Zhou et al.76 citations
  30. Uncertainty-Aware Curriculum Learning for Neural Machine Translation ↗Yikai Zhou, Baosong Yang, Derek F. Wong et al.76 citations
  31. Zero-shot Text Classification via Reinforced Self-training ↗Zhiquan Ye, Yuxia Geng, Jiaoyan Chen et al.76 citations
  32. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan et al.75 citations · our summary
  33. Balancing Training for Multilingual Neural Machine Translation ↗Xinyi Wang, Yulia Tsvetkov, Graham Neubig75 citations
  34. GAIA: A Fine-grained Multimedia Knowledge Extraction System ↗Manling Li, Alireza Zareian, Ying Lin et al. · System Demonstrations · 🏆 Best Demonstration Paper75 citations
  35. Mapping Natural Language Instructions to Mobile UI Action SequencesYang Li, Jiacong He, Xin Zhou et al.75 citations · our summary
  36. Enhancing Machine Translation with Dependency-Aware Self-Attention ↗Emanuele Bugliarello, Naoaki Okazaki74 citations
  37. SimulSpeech: End-to-End Simultaneous Speech to Text Translation ↗Yi Ren, Jinglin Liu, Xu Tan et al.74 citations
  38. Unsupervised Paraphrasing by Simulated Annealing ↗Xianggen Liu, Lili Mou, Fandong Meng et al.74 citations
  39. A Simple and Effective Unified Encoder for Document-Level Machine TranslationShuming Ma, Dongdong Zhang, Ming Zhou73 citations · our summary
  40. Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ↗Alane Suhr, Ming-Wei Chang, Peter Shaw et al.73 citations
  41. Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering ↗Alexander Fabbri, Patrick Ng, Zhiguo Wang et al.73 citations
  42. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ↗Kurt Shuster, Da Ju, Stephen Roller et al.71 citations
  43. Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ↗Lu Fan, Guangfeng Yan, Qimai Li et al.71 citations
  44. GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ↗Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem et al.70 citations
  45. Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention ↗Veronica Lynn, Niranjan Balasubramanian, H. Andrew Schwartz70 citations
  46. Improved Natural Language Generation via Loss TruncationDaniel Kang, Tatsunori B. Hashimoto70 citations · our summary
  47. Towards Emotion-aided Multi-modal Dialogue Act ClassificationTulika Saha, Aditya Patra, Sriparna Saha et al.70 citations · our summary
  48. Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ↗Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi et al.70 citations
  49. Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ↗Xiao Chen, Changlong Sun, Jingjing Wang et al.69 citations
  50. Commonsense Reasoning for Natural Language Processing ↗Maarten Sap, Vered Shwartz, Antoine Bosselut et al. · Tutorial Abstracts69 citations
  51. The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ↗Annemarie Friedrich, Heike Adel, Federico Tomazic et al.69 citations
  52. Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ↗Bo Pang, Erik Nijkamp, Wenjuan Han et al.69 citations
  53. A Batch Normalized Inference Network Keeps the KL Vanishing Away ↗Qile Zhu, Wei Bi, Xiaojiang Liu et al.68 citations
  54. ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ↗Qi Zhu, Zheng Zhang, Yan Fang et al. · System Demonstrations68 citations
  55. KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ↗Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy et al.68 citations
  56. OpinionDigest: A Simple Framework for Opinion Summarization ↗Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis et al.67 citations
  57. Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ↗Dan Iter, Kelvin Guu, Larry Lansing et al.67 citations
  58. Self-Attention Guided Copy Mechanism for Abstractive Summarization ↗Song Xu, Haoran Li, Peng Yuan et al.67 citations
  59. Learning to Update Natural Language Comments Based on Code Changes ↗Sheena Panthaplackel, Pengyu Nie, Milos Gligoric et al.66 citations
  60. On the Inference Calibration of Neural Machine Translation ↗Shuo Wang, Zhaopeng Tu, Shuming Shi et al.66 citations
  61. Parallel Data Augmentation for Formality Style Transfer ↗Yi Zhang, Tao Ge, Xu Sun66 citations
  62. A Two-Step Approach for Implicit Event Argument Detection ↗Zhisong Zhang, Xiang Kong, Zhengzhong Liu et al.65 citations
  63. Boosting Neural Machine Translation with Similar TranslationsJitao Xu, Josep Crego, Jean Senellart65 citations · our summary
  64. Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ↗Pengyu Cheng, Martin Renqiang Min, Dinghan Shen et al.65 citations
  65. NeuInfer: Knowledge Inference on N-ary Facts ↗Saiping Guan, Xiaolong Jin, Jiafeng Guo et al.65 citations
  66. A Reinforced Generation of Adversarial Examples for Neural Machine Translation ↗Wei Zou, Shujian Huang, Jun Xie et al.64 citations
  67. DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ↗Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian et al.64 citations
  68. Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ↗Bei Li, Hui Liu, Ziyang Wang et al.64 citations
  69. Exclusive Hierarchical Decoding for Deep Keyphrase Generation ↗Wang Chen, Hou Pong Chan, Piji Li et al.64 citations
  70. Feature Projection for Improved Text Classification ↗Qi Qin, Wenpeng Hu, Bing Liu64 citations
  71. Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ↗Frank F. Xu, Zhengbao Jiang, Pengcheng Yin et al.64 citations
  72. Learning an Unreferenced Metric for Online Dialogue Evaluation ↗Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang et al.64 citations
  73. Open-Domain Question AnsweringDanqi Chen, Wen-tau Yih · Tutorial Abstracts64 citations · our summary
  74. Understanding Attention for Text Classification ↗Xiaobing Sun, Wei Lu64 citations
  75. Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAkari Asai, Hannaneh Hajishirzi63 citations · our summary
  76. ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding ↗Zhiwen Xie, Guangyou Zhou, Jin Liu et al.63 citations
  77. Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ↗Qianhui Wu, Zijia Lin, Börje F. Karlsson et al.63 citations
  78. Unsupervised Opinion Summarization with Noising and Denoising ↗Reinald Kim Amplayo, Mirella Lapata63 citations
  79. Span Selection Pre-training for Question Answering ↗Michael Glass, Alfio Gliozzo, Rishav Chakravarti et al.62 citations
  80. jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ↗Yada Pruksachatkun, Phil Yeres, Haokun Liu et al. · System Demonstrations62 citations
  81. Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ↗Dong Bok Lee, Seanie Lee, Woo Tae Jeong et al.61 citations
  82. Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ↗Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier et al.61 citations
  83. A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ↗Yong Shan, Zekang Li, Jinchao Zhang et al.60 citations
  84. Connecting Embeddings for Knowledge Graph Entity Typing ↗Yu Zhao, Anxiang Zhang, Ruobing Xie et al.60 citations
  85. End-to-End Neural Word Alignment Outperforms GIZA++ ↗Thomas Zenkel, Joern Wuebker, John DeNero60 citations
  86. Multi-Cell Compositional LSTM for NER Domain Adaptation ↗Chen Jia, Yue Zhang60 citations
  87. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox et al. · System Demonstrations60 citations · our summary
  88. Automated Evaluation of Writing – 50 Years and Counting ↗Beata Beigman Klebanov, Nitin Madnani59 citations
  89. BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ↗Wang Zhu, Hexiang Hu, Jiacheng Chen et al.59 citations
  90. Improving Transformer Models by Reordering their Sublayers ↗Ofir Press, Noah A. Smith, Omer Levy59 citations
  91. What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context ↗Ramy Baly, Georgi Karadzhov, Jisun An et al.59 citations
  92. DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ↗Lianwei Wu, Yuan Rao, Yongqiang Zhao et al.58 citations
  93. Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ↗Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini et al.58 citations
  94. History for Visual Dialog: Do we really need it? ↗Shubham Agarwal, Trung Bui, Joon-Young Lee et al.58 citations
  95. Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ↗Yu-An Chung, James Glass58 citations
  96. Iterative Edit-Based Unsupervised Sentence Simplification ↗Dhruv Kumar, Lili Mou, Lukasz Golab et al.58 citations
  97. KLEJ: Comprehensive Benchmark for Polish Language Understanding ↗Piotr Rybak, Robert Mroczkowski, Janusz Tracz et al.58 citations
  98. Prta: A System to Support the Analysis of Propaganda Techniques in the News ↗Giovanni Da San Martino, Shaden Shaar, Yifan Zhang et al. · System Demonstrations · 🏆 Honorable Mention for Best Demonstration Paper58 citations
  99. Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ↗Hila Gonen, Ganesh Jawahar, Djamé Seddah et al.58 citations
  100. Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ↗Xin Du, Kumiko Tanaka-Ishii58 citations

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