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ACL 2020: all papers in our library

172 works · page 2 of 2 · the most cited first · ← ACL 2020

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  1. Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationAnnual Meeting of the Association for Computational Linguistics (ACL)Nan Xu, Zhixiong Zeng, Wenji Mao2020 · 206 citations
  2. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 204 citations
  3. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Chaojun Wang, Rico Sennrich2020 · 204 citations
  4. SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling CheckAnnual Meeting of the Association for Computational Linguistics (ACL)Xingyi Cheng, Weidi Xu, Kunlong Chen, et al.2020 · 199 citations
  5. Toxicity Detection: Does Context Really Matter?Annual Meeting of the Association for Computational Linguistics (ACL)John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, et al.2020 · 198 citations
  6. Multimodal Transformer for Multimodal Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shaowei Yao, Xiaojun Wan2020 · 197 citations
  7. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation ProblemAnnual Meeting of the Association for Computational Linguistics (ACL)Danielle Saunders, Bill Byrne2020 · 196 citations
  8. The Right Tool for the Job: Matching Model and Instance ComplexitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, et al.2020 · 194 citations
  9. That is a Known Lie: Detecting Previously Fact-Checked ClaimsAnnual Meeting of the Association for Computational Linguistics (ACL)Shaden Shaar, Nikolay Babulkov, Giovanni Da San Martino, et al.2020 · 193 citations
  10. MuTual: A Dataset for Multi-Turn Dialogue ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Leyang Cui, Yu Wu, Shujie Liu, et al.2020 · 190 citations
  11. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Houyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 183 citations
  12. NILE : Natural Language Inference with Faithful Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Sawan Kumar, Partha Talukdar2020 · 182 citations
  13. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 181 citations
  14. Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Arthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 173 citations
  15. Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Dushyant Singh Chauhan, Dhanush S R, Asif Ekbal, et al.2020 · 173 citations
  16. AMR Parsing via Graph-Sequence Iterative InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Deng Cai, Wai Lam2020 · 168 citations
  17. Neural Syntactic Preordering for Controlled Paraphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Tanya Goyal, Greg Durrett2020 · 167 citations
  18. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
  19. Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Bowen Zhang, Min Yang, Xutao Li, et al.2020 · 160 citations
  20. Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL)Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych2020 · 159 citations
  21. Norm-Based Curriculum Learning for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xuebo Liu, Houtim Lai, Derek F. Wong, et al.2020 · 158 citations
  22. Generating Counter Narratives against Online Hate Speech: Data and StrategiesAnnual Meeting of the Association for Computational Linguistics (ACL)Serra Sinem Tekiroğlu, Yi-Ling Chung, Marco Guerini2020 · 153 citations
  23. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterAnnual Meeting of the Association for Computational Linguistics (ACL)Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  24. Continual Relation Learning via Episodic Memory Activation and ReconsolidationAnnual Meeting of the Association for Computational Linguistics (ACL)Xu Han, Yi Dai, Tianyu Gao, et al.2020 · 151 citations
  25. INFOTABS: Inference on Tables as Semi-structured DataAnnual Meeting of the Association for Computational Linguistics (ACL)Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, et al.2020 · 150 citations
  26. Speech Translation and the End-to-End Promise: Taking Stock of Where We AreAnnual Meeting of the Association for Computational Linguistics (ACL)Matthias Sperber, Matthias Paulik2020 · 150 citations
  27. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 146 citations
  28. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  29. From Arguments to Key Points: Towards Automatic Argument SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Roy Bar-Haim, Lilach Eden, Roni Friedman, et al.2020 · 144 citations
  30. On The Evaluation of Machine Translation Systems Trained With Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 140 citations
  31. A Simple and Effective Unified Encoder for Document-Level Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shuming Ma, Dongdong Zhang, Ming Zhou2020 · 136 citations
  32. Semantic Graphs for Generating Deep QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Liangming Pan, Yuxi Xie, Yansong Feng, et al.2020 · 134 citations
  33. Mapping Natural Language Instructions to Mobile UI Action SequencesAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Li, Jiacong He, Xin Zhou, et al.2020 · 130 citations
  34. It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsAnnual Meeting of the Association for Computational Linguistics (ACL)Samson Tan, Shafiq Joty, Min-Yen Kan, et al.2020 · 130 citations
  35. Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Kang, Tatsunori B. Hashimoto2020 · 129 citations
  36. Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Wen-tau Yih2020 · 127 citations
  37. Toward Gender-Inclusive Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Trista Cao, Hal Daumé III2020 · 125 citations
  38. Boosting Neural Machine Translation with Similar TranslationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jitao Xu, Josep Crego, Jean Senellart2020 · 125 citations
  39. Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Akari Asai, Hannaneh Hajishirzi2020 · 111 citations
  40. Lexically Constrained Neural Machine Translation with Levenshtein TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Raymond Hendy Susanto, Shamil Chollampatt, Liling Tan2020 · 110 citations
  41. Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Aditya Siddhant, Ankur Bapna, Yuan Cao, et al.2020 · 108 citations
  42. End-to-End Bias Mitigation by Modelling Biases in CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson2020 · 107 citations
  43. Uncertain Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Tongfei Chen, Zhengping Jiang, Adam Poliak, et al.2020 · 103 citations
  44. Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, et al.2020 · 100 citations
  45. Cross-Linguistic Syntactic Evaluation of Word Prediction ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, et al.2020 · 97 citations
  46. R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, et al.2020 · 86 citations
  47. Controlled Crowdsourcing for High-Quality QA-SRL AnnotationPaul Roit, Ayal Klein, Daniela Stepanov, et al.2020 · 84 citations
  48. Towards Emotion-aided Multi-modal Dialogue Act ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Tulika Saha, Aditya Patra, Sriparna Saha, et al.2020 · 79 citations
  49. Bridging Anaphora Resolution as Question AnsweringYufang Hou2020 · 76 citations
  50. Towards Robustifying NLI Models Against Lexical Dataset BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Zhou, Mohit Bansal2020 · 70 citations
  51. Implicit Discourse Relation Classification: We Need to Talk about EvaluationNajoung Kim, Song Feng, Chulaka Gunasekara, et al.2020 · 69 citations
  52. Multi-Domain Dialogue Acts and Response Co-GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Wang, Junfeng Tian, Rui Wang, et al.2020 · 66 citations
  53. A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical StructureAnnual Meeting of the Association for Computational Linguistics (ACL)Longyin Zhang, Yuqing Xing, Fang Kong, et al.2020 · 63 citations
  54. iSarcasm: A Dataset of Intended SarcasmSilviu Oprea, Walid Magdy2020 · 58 citations
  55. Harnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith Degen2020 · 54 citations
  56. Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial ExamplesXiaoqing Zheng, Jiehang Zeng, Yi Zhou, et al.2020 · 54 citations
  57. Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological TaggingNasser Zalmout, Nizar Habash2020 · 44 citations
  58. TransS-Driven Joint Learning Architecture for Implicit Discourse Relation RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Ruifang He, Jian Wang, Fengyu Guo, et al.2020 · 41 citations
  59. Dialogue Coherence Assessment Without Explicit Dialogue Act LabelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mohsen Mesgar, Sebastian Bücker, Iryna Gurevych2020 · 40 citations
  60. STARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger Levy2020 · 39 citations
  61. Tetra-Tagging: Word-Synchronous Parsing with Linear-Time InferenceNikita Kitaev, Dan Klein2020 · 36 citations
  62. Active Learning for Coreference Resolution using Discrete AnnotationAnnual Meeting of the Association for Computational Linguistics (ACL)Belinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer2020 · 36 citations
  63. ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Linfeng Song, Kun Xu, Yue Zhang, et al.2020 · 29 citations
  64. A Multitask Learning Approach for Diacritic RestorationSawsan Alqahtani, Ajay Mishra, Mona Diab2020 · 28 citations
  65. Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Srijan Bansal, Vishal Garimella, Ayush Suhane, et al.2020 · 27 citations
  66. Nakdan: Professional Hebrew DiacritizerAvi Shmidman, Shaltiel Shmidman, Moshe Koppel, et al.2020 · 23 citations
  67. pyBART: Evidence-based Syntactic Transformations for IEAryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty2020 · 20 citations
  68. What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanksRichard Futrell, William Dyer, Greg Scontras2020 · 14 citations
  69. Semi-supervised Contextual Historical Text NormalizationPeter Makarov, Simon Clematide2020 · 12 citations
  70. Fast and Accurate Non-Projective Dependency Tree LinearizationXiang Yu, Simon Tannert, Ngoc Thang Vu, et al.2020 · 7 citations
  71. Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling ApproachesTianze Shi, Lillian Lee2020 · 3 citations
  72. Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface RealizationHenry Elder, Robert Burke, Alexander O'Connor, et al.2020 · 3 citations

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