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Works of Association for Computational Linguistics

3,691 works · page 15 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal ReasoningAndrew Gordon, Zornitsa Kozareva, Melissa Roemmele2012 · 211 citations
  2. Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!Yubo Ma, Yixin Cao, Yong Hong, et al.2023 · 210 citations
  3. Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsThomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, et al.2019 · 210 citations
  4. Results of the WMT17 Metrics Shared TaskOndřej Bojar, Yvette Graham, Amir Kamran2017 · 210 citations
  5. Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware MetricNafise Sadat Moosavi, Michael Strube2016 · 210 citations
  6. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
  7. SemEval-2012 Task 1: English Lexical SimplificationLucia Specia, Sujay Kumar Jauhar, Rada Mihalcea2012 · 210 citations
  8. Unsupervised Morphological Segmentation with Log-Linear ModelsHoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
  9. Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
  10. Fighting Offensive Language on Social Media with Unsupervised Text Style TransferCicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 209 citations
  11. Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsGreg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 209 citations
  12. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
  13. For the sake of simplicity: Unsupervised extraction of lexical simplifications from WikipediaMark Yatskar, Bo Pang, Cristian Danescu-Niculescu-Mizil, et al.2010 · 209 citations
  14. MAGEAD: A Morphological Analyzer and Generator for the Arabic DialectsNizar Habash, Owen Rambow2006 · 209 citations
  15. Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical StudyHwee Tou Ng, Bin Wang, Yee Seng Chan2003 · 209 citations
  16. Compressing Context to Enhance Inference Efficiency of Large Language ModelsYucheng Li, Bo Dong, Frank Guerin, et al.2023 · 208 citations
  17. Sources of Hallucination by Large Language Models on Inference TasksNick McKenna, Tianyi Li, Liang Cheng, et al.2023 · 208 citations
  18. Morphological Inflection Generation with Hard Monotonic AttentionRoee Aharoni, Yoav Goldberg2017 · 208 citations
  19. Universal Decompositional Semantics on Universal DependenciesAaron Steven White, Drew Reisinger, Keisuke Sakaguchi, et al.2016 · 208 citations
  20. Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGEYvette Graham2015 · 208 citations
  21. Text-level Discourse Parsing with Rich Linguistic FeaturesVanessa Wei Feng, Graeme Hirst2012 · 208 citations
  22. READ–IT: Assessing Readability of Italian Texts with a View to Text SimplificationFelice Dell'Orletta, Simonetta Montemagni, Giulia Venturi2011 · 208 citations
  23. Active Example Selection for In-Context LearningYiming Zhang, Shi Feng, Chenhao Tan2022 · 207 citations
  24. Enabling Language Models to Fill in the BlanksChris Donahue, Mina Lee, Percy Liang2020 · 207 citations
  25. A Classifier-Based Parser with Linear Run-Time ComplexityKenji Sagae, Alon Lavie2005 · 207 citations
  26. XOR QA: Cross-lingual Open-Retrieval Question AnsweringAkari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 206 citations
  27. Challenges in Detoxifying Language ModelsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 206 citations
  28. Training Question Answering Models From Synthetic DataRaul Puri, Ryan Spring, Mohammad Shoeybi, et al.2020 · 206 citations
  29. Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationNan Xu, Zhixiong Zeng, Wenji Mao2020 · 206 citations
  30. Recursive Deep Models for Discourse ParsingJiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
  31. Tense and Aspect Error Correction for ESL Learners Using Global ContextToshikazu Tajiri, Mamoru Komachi, Yuji Matsumoto2012 · 206 citations
  32. (Meta-) Evaluation of Machine TranslationChris Callison-Burch, Cameron Fordyce, Philipp Koehn, et al.2007 · 206 citations
  33. Search-o1: Agentic Search-Enhanced Large Reasoning ModelsXiaoxi Li, Guanting Dong, Jiajie Jin, et al.2025 · 205 citations
  34. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 205 citations
  35. Entities as Experts: Sparse Memory Access with Entity SupervisionThibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 205 citations
  36. CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.2019 · 205 citations
  37. Predictor-Estimator using Multilevel Task Learning with Stack Propagation for Neural Quality EstimationHyun Kim, Jong-Hyeok Lee, Seung-Hoon Na2017 · 205 citations
  38. The PARSEME Shared Task on Automatic Identification of Verbal Multiword ExpressionsAgata Savary, Carlos Ramisch, Silvio Cordeiro, et al.2017 · 205 citations
  39. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCheng Niu, Yuanhao Wu, Juno Zhu, et al.2024 · 204 citations
  40. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationWen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 204 citations
  41. Towards a Unified Multi-Dimensional Evaluator for Text GenerationMing Zhong, Yang Liu, Da Yin, et al.2022 · 204 citations
  42. On the Effectiveness of Adapter-based Tuning for Pretrained Language Model AdaptationRuidan He, Linlin Liu, Hai Ye, et al.2021 · 204 citations
  43. Entity-level Factual Consistency of Abstractive Text SummarizationFeng Nan, Ramesh Nallapati, Zhiguo Wang, et al.2021 · 204 citations
  44. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationChaojun Wang, Rico Sennrich2020 · 204 citations
  45. A Morphological Analyzer for Egyptian ArabicNizar Habash, Ramy Eskander, Abdelati Hawwari2012 · 204 citations
  46. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationBrendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 203 citations
  47. Findings of the 2012 Workshop on Statistical Machine TranslationChris Callison-Burch, Philipp Koehn, Christof Monz, et al.2012 · 203 citations
  48. A Regression Model of Adjective-Noun Compositionality in Distributional SemanticsEmiliano Guevara2010 · 203 citations
  49. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 202 citations
  50. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 202 citations
  51. HateCheck: Functional Tests for Hate Speech Detection ModelsPaul Röttger, Bertie Vidgen, Dong Nguyen, et al.2021 · 202 citations
  52. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationJiaao Chen, Diyi Yang2020 · 202 citations
  53. An Effective Approach to Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre2019 · 202 citations
  54. Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAdithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
  55. Nematus: a Toolkit for Neural Machine TranslationRico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 202 citations
  56. TL;DR: Mining Reddit to Learn Automatic SummarizationMichael Völske, Martin Potthast, Shahbaz Syed, et al.2017 · 202 citations
  57. Tree Kernels for Semantic Role LabelingAlessandro Moschitti, Daniele Pighin, Roberto Basili2008 · 202 citations
  58. SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
  59. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, et al.2023 · 201 citations
  60. AraT5: Text-to-Text Transformers for Arabic Language GenerationEl Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
  61. Evaluating Factuality in Generation with Dependency-level EntailmentTanya Goyal, Greg Durrett2020 · 201 citations
  62. Learning Word-Class Lattices for Definition and Hypernym ExtractionRoberto Navigli, Paola Velardi2010 · 201 citations
  63. Dual Conditional Cross-Entropy Filtering of Noisy Parallel CorporaMarcin Junczys-Dowmunt2018 · 200 citations
  64. End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationJindřich Libovický, Jindřich Helcl2018 · 200 citations
  65. SemEval-2013 Task 2: Sentiment Analysis in TwitterPreslav Nakov, Sara Rosenthal, Zornitsa Kozareva, et al.2013 · 200 citations
  66. CTRLsum: Towards Generic Controllable Text SummarizationJunxian He, Wojciech Kryscinski, Bryan McCann, et al.2022 · 199 citations
  67. Jointly Learning to Align and Translate with Transformer ModelsSarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, et al.2019 · 199 citations
  68. Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-ArtVeselin Stoyanov, Nathan Gilbert, Claire Cardie, et al.2009 · 199 citations
  69. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 198 citations
  70. Toxicity Detection: Does Context Really Matter?John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, et al.2020 · 198 citations
  71. Improved Lexically Constrained Decoding for Translation and Monolingual RewritingJ. Edward Hu, Huda Khayrallah, Ryan Culkin, et al.2019 · 198 citations
  72. Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  73. Reasoning about Pragmatics with Neural Listeners and SpeakersJacob Andreas, Dan Klein2016 · 198 citations
  74. Learning a Lexical Simplifier Using WikipediaColby Horn, Cathryn Manduca, David Kauchak2014 · 198 citations
  75. Semi-Supervised Recognition of Sarcasm in Twitter and AmazonDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 198 citations
  76. Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional SimilarityJulie Weeds, David Weir2005 · 198 citations
  77. Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
  78. On NMT Search Errors and Model Errors: Cat Got Your Tongue?Felix Stahlberg, Bill Byrne2019 · 197 citations
  79. BART: A Modular Toolkit for Coreference ResolutionYannick Versley, Simone Paolo Ponzetto, Massimo Poesio, et al.2008 · 197 citations
  80. Statistical Machine Translation with Scarce Resources Using Morpho-syntactic InformationSonja Nießen, Hermann Ney2004 · 197 citations
  81. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation ProblemDanielle Saunders, Bill Byrne2020 · 196 citations
  82. Structured Pruning of Large Language ModelsZiheng Wang, Jeremy Wohlwend, Tao Lei2020 · 196 citations
  83. Retrieval of the Best Counterargument without Prior Topic KnowledgeHenning Wachsmuth, Shahbaz Syed, Benno Stein2018 · 196 citations
  84. Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation ModelsHaim Dubossarsky, Daphna Weinshall, Eitan Grossman2017 · 196 citations
  85. Learning to Simplify Sentences Using WikipediaWill Coster, David Kauchak2011 · 196 citations
  86. Maximum Entropy Based Restoration of Arabic DiacriticsImed Zitouni, Jeffrey S. Sorensen, Ruhi Sarikaya2006 · 196 citations
  87. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringOr Honovich, Leshem Choshen, Roee Aharoni, et al.2021 · 195 citations
  88. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag, et al.2020 · 195 citations
  89. Authorship Attribution for Neural Text GenerationAdaku Uchendu, Thai Le, Kai Shu, et al.2020 · 195 citations
  90. Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackViet Lai, Chien Nguyen, Nghia Ngo, et al.2023 · 194 citations
  91. End-to-End Slot Alignment and Recognition for Cross-Lingual NLUWeijia Xu, Batool Haider, Saab Mansour2020 · 194 citations
  92. Generative Data Augmentation for Commonsense ReasoningYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 194 citations
  93. The emergence of number and syntax units in LSTM language modelsYair Lakretz, German Kruszewski, Theo Desbordes, et al.2019 · 194 citations
  94. SemEval-2010 Task 14: Word Sense Induction &DisambiguationSuresh Manandhar, Ioannis Klapaftis, Dmitriy Dligach, et al.2010 · 194 citations
  95. What Can We Learn from Collective Human Opinions on Natural Language Inference Data?Yixin Nie, Xiang Zhou, Mohit Bansal2020 · 193 citations
  96. Bootstrapping Path-Based Pronoun ResolutionShane Bergsma, Dekang Lin2006 · 193 citations
  97. LLM in a flash: Efficient Large Language Model Inference with Limited MemoryKeivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.2024 · 192 citations
  98. Exploring and Predicting Transferability across NLP TasksTu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 192 citations
  99. Improved Neural Machine Translation with a Syntax-Aware Encoder and DecoderHuadong Chen, Shujian Huang, David Chiang, et al.2017 · 192 citations
  100. Polyglot: Distributed Word Representations for Multilingual NLPRami Al-Rfou', Bryan Perozzi, Steven Skiena2013 · 192 citations

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