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Works of Association for Computational Linguistics

3,691 works · page 10 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
  2. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsThomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
  3. Problems With Evaluation of Word Embeddings Using Word Similarity TasksManaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, et al.2016 · 332 citations
  4. Learning a Translation Lexicon from Monolingual CorporaPhilipp Koehn, Kevin Knight2002 · 332 citations
  5. TimeLMs: Diachronic Language Models from TwitterDaniel Loureiro, Francesco Barbieri, Leonardo Neves, et al.2022 · 331 citations
  6. ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural LanguageOyvind Tafjord, Bhavana Dalvi, Peter Clark2021 · 331 citations
  7. A Graph-to-Sequence Model for AMR-to-Text GenerationLinfeng Song, Yue Zhang, Zhiguo Wang, et al.2018 · 329 citations
  8. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalLuyu Gao, Jamie Callan2022 · 328 citations
  9. Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
  10. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 327 citations
  11. Search-based Neural Structured Learning for Sequential Question AnsweringMohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 327 citations
  12. Learning Semantic Hierarchies via Word EmbeddingsRuiji Fu, Jiang Guo, Bing Qin, et al.2014 · 327 citations
  13. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  14. Frames: a corpus for adding memory to goal-oriented dialogue systemsLayla El Asri, Hannes Schulz, Shikhar Sharma, et al.2017 · 326 citations
  15. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskRicardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.2022 · 325 citations
  16. Aspect Sentiment Quad Prediction as Paraphrase GenerationWenxuan Zhang, Yang Deng, Xin Li, et al.2021 · 325 citations
  17. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  18. Frustratingly Easy Domain AdaptationDaumé III, Hal2007 · 325 citations
  19. A Dataset for Document Grounded ConversationsKangyan Zhou, Shrimai Prabhumoye, Alan W Black2018 · 324 citations
  20. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 324 citations
  21. Tagged Back-TranslationIsaac Caswell, Ciprian Chelba, David Grangier2019 · 323 citations
  22. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  23. SemEval-2007 Task 10: English Lexical Substitution TaskDiana McCarthy, Roberto Navigli2007 · 323 citations
  24. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
  25. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
  26. Robust Neural Machine Translation with Doubly Adversarial InputsYong Cheng, Lu Jiang, Wolfgang Macherey2019 · 321 citations
  27. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
  28. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationAntonio Toral, Sheila Castilho, Ke Hu, et al.2018 · 321 citations
  29. Simple English Wikipedia: A New Text Simplification TaskWilliam Coster, David Kauchak2011 · 321 citations
  30. Using Cross-Entity Inference to Improve Event ExtractionYu Hong, Jianfeng Zhang, Bin Ma, et al.2011 · 321 citations
  31. Paraphrasing for Automatic EvaluationDavid Kauchak, Regina Barzilay2006 · 321 citations
  32. Multilingual Dependency Analysis with a Two-Stage Discriminative ParserRyan McDonald, Kevin Lerman, Fernando Pereira2006 · 321 citations
  33. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.2021 · 320 citations
  34. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  35. Rapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie Hu2018 · 320 citations
  36. A Comparison of Vector-based Representations for Semantic CompositionWilliam Blacoe, Mirella Lapata2012 · 320 citations
  37. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableSiqi Bao, Huang He, Fan Wang, et al.2020 · 319 citations
  38. Paraphrasing Revisited with Neural Machine TranslationJonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 319 citations
  39. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
  40. Correcting ESL Errors Using Phrasal SMT TechniquesChris Brockett, William B. Dolan, Michael Gamon2006 · 319 citations
  41. An Empirical Model of Multiword Expression DecomposabilityTimothy Baldwin, Colin Bannard, Takaaki Tanaka, et al.2003 · 319 citations
  42. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 318 citations
  43. Entailment above the word level in distributional semanticsMarco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.2012 · 318 citations
  44. N-gram-based Machine TranslationJosé Mariño, Rafael E. Banchs, Josep M. Crego, et al.2006 · 318 citations
  45. On Some Pitfalls in Automatic Evaluation and Significance Testing for MTStefan Riezler, John T. Maxwell2005 · 318 citations
  46. GSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 317 citations
  47. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell2016 · 317 citations
  48. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  49. An Empirical Comparison of Domain Adaptation Methods for Neural Machine TranslationChenhui Chu, Raj Dabre, Sadao Kurohashi2017 · 316 citations
  50. SemEval-2016 Task 3: Community Question AnsweringPreslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 316 citations
  51. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 315 citations
  52. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 315 citations
  53. Supervised Noun Phrase Coreference Research: The First Fifteen YearsVincent Ng2010 · 315 citations
  54. Anaphora and Discourse StructureBonnie Webber, Matthew Stone, Aravind Joshi, et al.2003 · 315 citations
  55. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
  56. Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca Toni2020 · 314 citations
  57. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 314 citations
  58. Chinese Syntactic Reordering for Statistical Machine TranslationChao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  59. Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 313 citations
  60. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 312 citations
  61. Fast Decoding and Optimal Decoding for Machine TranslationUlrich Germann, Michael Jahr, Kevin Knight, et al.2001 · 312 citations
  62. Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.Anna Gladkova, Aleksandr Drozd, Satoshi Matsuoka2016 · 311 citations
  63. On Improving the Accuracy of Readability Classification using Insights from Second Language AcquisitionSowmya Vajjala, Detmar Meurers2012 · 311 citations
  64. Dependency Parsing and Domain Adaptation with LR Models and Parser EnsemblesKenji Sagae, Jun'ichi Tsujii2007 · 311 citations
  65. The Senseval-3 English lexical sample taskRada Mihalcea, Timothy Chklovski, Adam Kilgarriff2004 · 311 citations
  66. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionGail Weiss, Yoav Goldberg, Eran Yahav2018 · 310 citations
  67. Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph AlignmentsMichael Mohler, Razvan Bunescu, Rada Mihalcea2011 · 310 citations
  68. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  69. A Minimal Span-Based Neural Constituency ParserMitchell Stern, Jacob Andreas, Dan Klein2017 · 309 citations
  70. ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, et al.2020 · 308 citations
  71. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
  72. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
  73. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  74. Recognising Textual Entailment with Logical InferenceJohan Bos, Katja Markert2005 · 306 citations
  75. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 305 citations
  76. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 305 citations
  77. Challenges and frontiers in abusive content detectionBertie Vidgen, Alex Harris, Dong Nguyen, et al.2019 · 305 citations
  78. Identifying beneficial task relations for multi-task learning in deep neural networksJoachim Bingel, Anders Søgaard2017 · 305 citations
  79. Discriminative Instance Weighting for Domain Adaptation in Statistical Machine TranslationGeorge Foster, Cyril Goutte, Roland Kuhn2010 · 305 citations
  80. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, et al.2019 · 304 citations
  81. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringZhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 304 citations
  82. A Survey of Domain Adaptation for Neural Machine TranslationChenhui Chu, Rui Wang2018 · 304 citations
  83. SemEval 2016 Task 11: Complex Word IdentificationGustavo Paetzold, Lucia Specia2016 · 304 citations
  84. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
  85. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
  86. Overview for the First Shared Task on Language Identification in Code-Switched DataThamar Solorio, Elizabeth Blair, Suraj Maharjan, et al.2014 · 303 citations
  87. Large Language Models are Better Reasoners with Self-VerificationYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 302 citations
  88. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
  89. Extracting Parallel Sentences from Comparable Corpora using Document Level AlignmentJason R. Smith, Chris Quirk, Kristina Toutanova2010 · 302 citations
  90. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ng2002 · 302 citations
  91. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
  92. A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 301 citations
  93. MoEL: Mixture of Empathetic ListenersZhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  94. Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
  95. Learning Named Entity Tagger using Domain-Specific DictionaryJingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
  96. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachJingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 301 citations
  97. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationTao Yu, Zifan Li, Zilin Zhang, et al.2018 · 301 citations
  98. Globally Coherent Text Generation with Neural Checklist ModelsChloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 301 citations
  99. Finding Contradictions in TextMarie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning2008 · 301 citations
  100. Character-LLM: A Trainable Agent for Role-PlayingYunfan Shao, Linyang Li, Junqi Dai, et al.2023 · 300 citations

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