Elamur Research⌕
☰
home / venues / ACL / 2020 / papers / page 2

ACL 2020: all accepted papers

871 papers · page 2 of 9 · the most cited first · ← ACL 2020

1 2 3 … 9

  1. Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin et al.157 citations · our summary
  2. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao et al.152 citations · our summary
  3. Fine-grained Interest Matching for Neural News Recommendation ↗Heyuan Wang, Fangzhao Wu, Zheng Liu et al.151 citations
  4. Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ↗Luyang Huang, Lingfei Wu, Lu Wang151 citations
  5. MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ↗Jifan Yu, Gan Luo, Tong Xiao et al.151 citations
  6. tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ↗Nicole Peinelt, Dong Nguyen, Maria Liakata150 citations
  7. A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ↗Yongjing Yin, Fandong Meng, Jinsong Su et al.148 citations
  8. Reasoning Over Semantic-Level Graph for Fact CheckingWanjun Zhong, Jingjing Xu, Duyu Tang et al.148 citations · our summary
  9. SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling CheckXingyi Cheng, Weidi Xu, Kunlong Chen et al.148 citations · our summary
  10. You Impress Me: Dialogue Generation via Mutual Persona PerceptionQian Liu, Yihong Chen, Bei Chen et al.148 citations · our summary
  11. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan et al.147 citations · our summary
  12. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng et al.147 citations · our summary
  13. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi147 citations · our summary
  14. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli146 citations · our summary
  15. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ↗Benjamin Hoover, Hendrik Strobelt, Sebastian Gehrmann · System Demonstrations145 citations
  16. How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal Linzen · 🏆 Honorable Mention for Best Theme Paper144 citations · our summary
  17. ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ↗Zixiang Ding, Rui Xia, Jianfei Yu141 citations
  18. Multimodal Transformer for Multimodal Machine TranslationShaowei Yao, Xiaojun Wan141 citations · our summary
  19. Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisDushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.140 citations · our summary
  20. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie139 citations · our summary
  21. Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer139 citations · our summary
  22. SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi et al.139 citations · our summary
  23. A Re-evaluation of Knowledge Graph Completion Methods ↗Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal et al.138 citations
  24. ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow et al.138 citations · our summary
  25. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh et al.138 citations · our summary
  26. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das et al.138 citations · our summary
  27. ESPnet-ST: All-in-One Speech Translation Toolkit ↗Hirofumi Inaguma, Shun Kiyono, Kevin Duh et al. · System Demonstrations136 citations
  28. Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter et al.136 citations · our summary
  29. Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction ↗Penghui Wei, Jiahao Zhao, Wenji Mao134 citations
  30. Graph Neural News Recommendation with Unsupervised Preference Disentanglement ↗Linmei Hu, Siyong Xu, Chen Li et al.134 citations
  31. A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers ↗Shen-yun Miao, Chao-Chun Liang, Keh-Yih Su133 citations
  32. Biomedical Entity Representations with Synonym Marginalization ↗Mujeen Sung, Hwisang Jeon, Jinhyuk Lee et al.132 citations
  33. SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ↗Da Yin, Tao Meng, Kai-Wei Chang132 citations
  34. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig132 citations · our summary
  35. That is a Known Lie: Detecting Previously Fact-Checked ClaimsShaden Shaar, Nikolay Babulkov, Giovanni Da San Martino et al.132 citations · our summary
  36. Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction ↗Shaowei Chen, Jie Liu, Yu Wang et al.131 citations
  37. End-to-End Bias Mitigation by Modelling Biases in CorporaRabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson129 citations · our summary
  38. Generating Fact Checking ExplanationsPepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.129 citations · our summary
  39. GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan et al.128 citations · our summary
  40. The Right Tool for the Job: Matching Model and Instance ComplexitiesRoy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta et al.128 citations · our summary
  41. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationBrendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani et al.127 citations · our summary
  42. Finding Universal Grammatical Relations in Multilingual BERT ↗Ethan A. Chi, John Hewitt, Christopher D. Manning127 citations
  43. A Systematic Assessment of Syntactic Generalization in Neural Language Models ↗Jennifer Hu, Jon Gauthier, Peng Qian et al.126 citations
  44. Selective Question Answering under Domain Shift ↗Amita Kamath, Robin Jia, Percy Liang126 citations
  45. Enabling Language Models to Fill in the BlanksChris Donahue, Mina Lee, Percy Liang125 citations · our summary
  46. Graph-to-Tree Learning for Solving Math Word Problems ↗Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee et al.125 citations
  47. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingMargaret Li, Stephen Roller, Ilia Kulikov et al.124 citations · our summary
  48. Leveraging Graph to Improve Abstractive Multi-Document Summarization ↗Wei Li, Xinyan Xiao, Jiachen Liu et al.124 citations
  49. Neighborhood Matching Network for Entity Alignment ↗Yuting Wu, Xiao Liu, Yansong Feng et al.123 citations
  50. Distilling Knowledge Learned in BERT for Text Generation ↗Yen-Chun Chen, Zhe Gan, Yu Cheng et al.122 citations
  51. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong et al.121 citations · our summary
  52. What Does BERT with Vision Look At? ↗Liunian Harold Li, Mark Yatskar, Da Yin et al.121 citations
  53. Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ↗Masahiro Kaneko, Masato Mita, Shun Kiyono et al.120 citations
  54. Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández118 citations · our summary
  55. Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeBowen Zhang, Min Yang, Xutao Li et al.118 citations · our summary
  56. Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su et al.118 citations · our summary
  57. SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ↗Luoxin Chen, Weitong Ruan, Xinyue Liu et al.117 citations
  58. Toxicity Detection: Does Context Really Matter?John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon et al.117 citations · our summary
  59. Few-Shot NLG with Pre-Trained Language Model ↗Zhiyu Chen, Harini Eavani, Wenhu Chen et al.116 citations
  60. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationChaojun Wang, Rico Sennrich116 citations · our summary
  61. Contextualized Weak Supervision for Text Classification ↗Dheeraj Mekala, Jingbo Shang113 citations
  62. SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ↗Yang Gao, Wei Zhao, Steffen Eger112 citations
  63. NILE : Natural Language Inference with Faithful Natural Language ExplanationsSawan Kumar, Partha Talukdar110 citations · our summary
  64. MuTual: A Dataset for Multi-Turn Dialogue ReasoningLeyang Cui, Yu Wu, Shujie Liu et al.107 citations · our summary
  65. Named Entity Recognition without Labelled Data: A Weak Supervision Approach ↗Pierre Lison, Jeremy Barnes, Aliaksandr Hubin et al.107 citations
  66. Representation Learning for Information Extraction from Form-like Documents ↗Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata et al.107 citations
  67. Unsupervised Opinion Summarization as Copycat-Review GenerationArthur Bražinskas, Mirella Lapata, Ivan Titov107 citations · our summary
  68. Improving Event Detection via Open-domain Trigger Knowledge ↗Meihan Tong, Bin Xu, Shuai Wang et al.106 citations
  69. Code and Named Entity Recognition in StackOverflow ↗Jeniya Tabassum, Mounica Maddela, Wei Xu et al.105 citations
  70. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab105 citations · our summary
  71. Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction ↗Chuang Fan, Chaofa Yuan, Jiachen Du et al.105 citations
  72. Dialogue-Based Relation Extraction ↗Dian Yu, Kai Sun, Claire Cardie et al.104 citations
  73. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsXiaochuang Han, Byron C. Wallace, Yulia Tsvetkov104 citations · our summary
  74. KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ↗Hao Zhou, Chujie Zheng, Kaili Huang et al.104 citations
  75. Curriculum Pre-training for End-to-End Speech Translation ↗Chengyi Wang, Yu Wu, Shujie Liu et al.103 citations
  76. HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ↗Pengfei Cao, Yubo Chen, Kang Liu et al.103 citations
  77. Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan et al.103 citations · our summary
  78. AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ↗Yong Cheng, Lu Jiang, Wolfgang Macherey et al.101 citations
  79. Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness ↗Sixing Wu, Ying Li, Dawei Zhang et al.100 citations
  80. Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ↗Xinya Du, Claire Cardie99 citations
  81. Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewDeven Santosh Shah, H. Andrew Schwartz, Dirk Hovy99 citations · our summary
  82. Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ↗Katherine A. Keith, David Jensen, Brendan O'Connor99 citations
  83. Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling ↗Zihan Liu, Genta Indra Winata, Peng Xu et al.97 citations
  84. Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ↗Kun Li, Chengbo Chen, Xiaojun Quan et al.97 citations
  85. Continual Relation Learning via Episodic Memory Activation and ReconsolidationXu Han, Yi Dai, Tianyu Gao et al.97 citations · our summary
  86. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ↗Yun Tang, Jing Huang, Guangtao Wang et al.97 citations
  87. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation ProblemDanielle Saunders, Bill Byrne97 citations · our summary
  88. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett95 citations · our summary
  89. Norm-Based Curriculum Learning for Neural Machine TranslationXuebo Liu, Houtim Lai, Derek F. Wong et al.93 citations · our summary
  90. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar et al.93 citations · our summary
  91. Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ↗Hao Fei, Meishan Zhang, Donghong Ji92 citations
  92. Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ↗Libo Qin, Xiao Xu, Wanxiang Che et al.92 citations
  93. Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution PerformancePrasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych92 citations · our summary
  94. Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization ↗Hanqi Jin, Tianming Wang, Xiaojun Wan92 citations
  95. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes et al.91 citations · our summary
  96. Cross-media Structured Common Space for Multimedia Event Extraction ↗Manling Li, Alireza Zareian, Qi Zeng et al.91 citations
  97. Speech Translation and the End-to-End Promise: Taking Stock of Where We AreMatthias Sperber, Matthias Paulik90 citations · our summary
  98. AMR Parsing via Graph-Sequence Iterative InferenceDeng Cai, Wai Lam89 citations · our summary
  99. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang89 citations · our summary
  100. Improving Chinese Word Segmentation with Wordhood Memory Networks ↗Yuanhe Tian, Yan Song, Fei Xia et al.89 citations

1 2 3 … 9

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2020/papers/page/2/