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Works of Association for Computational Linguistics

3,691 works · page 13 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualHe He, Sheng Zha, Haohan Wang2019 · 254 citations
  2. Retrieve and Refine: Improved Sequence Generation Models For DialogueJason Weston, Emily Dinan, Alexander Miller2018 · 254 citations
  3. Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological DebatesKazi Saidul Hasan, Vincent Ng2014 · 254 citations
  4. Few-shot Natural Language Generation for Task-Oriented DialogBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 253 citations
  5. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.2020 · 253 citations
  6. Revisiting Readability: A Unified Framework for Predicting Text QualityEmily Pitler, Ani Nenkova2008 · 253 citations
  7. Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-OptimizersDamai Dai, Yutao Sun, Li Dong, et al.2023 · 252 citations
  8. GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsZhen Wan, Fei Cheng, Zhuoyuan Mao, et al.2023 · 252 citations
  9. Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 252 citations
  10. NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional TransformersPing Liu, Wen Li, Liang Zou2019 · 252 citations
  11. Multi-Reward Reinforced Summarization with Saliency and EntailmentRamakanth Pasunuru, Mohit Bansal2018 · 252 citations
  12. Entity-Centric Coreference Resolution with Model StackingKevin Clark, Christopher D. Manning2015 · 252 citations
  13. Forest-Based TranslationHaitao Mi, Liang Huang, Qun Liu2008 · 252 citations
  14. ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and ExplanationVijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, et al.2021 · 251 citations
  15. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence ModelsHarsh Jhamtani, Varun Gangal, Eduard Hovy, et al.2017 · 251 citations
  16. Neural Semantic Role Labeling with Dependency Path EmbeddingsMichael Roth, Mirella Lapata2016 · 251 citations
  17. Syntactic Features for Evaluation of Machine TranslationDing Liu, Daniel Gildea2005 · 251 citations
  18. Event Extraction as Multi-turn Question AnsweringFayuan Li, Weihua Peng, Yuguang Chen, et al.2020 · 250 citations
  19. Tied Multitask Learning for Neural Speech TranslationAntonios Anastasopoulos, David Chiang2018 · 250 citations
  20. Conversations Gone Awry: Detecting Early Signs of Conversational FailureJustine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 250 citations
  21. A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst2014 · 250 citations
  22. Joint Learning Improves Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher Manning2005 · 250 citations
  23. Generalizing Word Lattice TranslationChristopher Dyer, Smaranda Muresan, Philip Resnik2008 · 249 citations
  24. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksRabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 248 citations
  25. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  26. Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 247 citations
  27. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
  28. Fast and Accurate Shift-Reduce Constituent ParsingMuhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 247 citations
  29. A Fast and Portable Realizer for Text Generation SystemsBenoit Lavoie, Owen Rainbow1997 · 247 citations
  30. CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit PostsAyah Zirikly, Philip Resnik, Özlem Uzuner, et al.2019 · 246 citations
  31. Learning Context-Dependent Mappings from Sentences to Logical FormLuke Zettlemoyer, Michael Collins2009 · 246 citations
  32. NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each BenchmarkOscar Sainz, Jon Campos, Iker García-Ferrero, et al.2023 · 245 citations
  33. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesAnthony Rios, Ramakanth Kavuluru2018 · 245 citations
  34. MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningXiangru Tang, Anni Zou, Zhuosheng Zhang, et al.2024 · 244 citations
  35. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao, et al.2020 · 244 citations
  36. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsXueliang Zhao, Wei Wu, Can Xu, et al.2020 · 244 citations
  37. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
  38. Can You Unpack That? Learning to Rewrite Questions-in-ContextAhmed Elgohary, Denis Peskov, Jordan Boyd-Graber2019 · 244 citations
  39. Demographic Factors Improve Classification PerformanceDirk Hovy2015 · 244 citations
  40. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
  41. Improved Part-of-Speech Tagging for Online Conversational Text with Word ClustersOlutobi Owoputi, Brendan O'Connor, Chris Dyer, et al.2013 · 243 citations
  42. HOO 2012: A Report on the Preposition and Determiner Error Correction Shared TaskRobert Dale, Ilya Anisimoff, George Narroway2012 · 243 citations
  43. Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?Hwee Tou Ng, Jin Kiat Low2004 · 243 citations
  44. Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsZhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.2023 · 242 citations
  45. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationJiacheng Ye, Jiahui Gao, Qintong Li, et al.2022 · 242 citations
  46. Training Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
  47. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein2019 · 242 citations
  48. Experiments with a Multilanguage Non-Projective Dependency ParserGiuseppe Attardi2006 · 242 citations
  49. Word-Sense Disambiguation for Machine TranslationDavid Vickrey, Luke Biewald, Marc Teyssier, et al.2005 · 242 citations
  50. In-context Examples Selection for Machine TranslationSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 241 citations
  51. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 241 citations
  52. Simplifying Lexical Simplification: Do We Need Simplified Corpora?Goran Glavaš, Sanja Štajner2015 · 241 citations
  53. Resolving Complex Cases of Definite Pronouns: The Winograd Schema ChallengeAltaf Rahman, Vincent Ng2012 · 241 citations
  54. Domain Adaptation for Statistical Machine Translation with Monolingual ResourcesNicola Bertoldi, Marcello Federico2009 · 241 citations
  55. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 240 citations
  56. The Curious Case of Hallucinations in Neural Machine TranslationVikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt2021 · 240 citations
  57. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 240 citations
  58. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 240 citations
  59. Stance Classification using Dialogic Properties of PersuasionMarilyn Walker, Pranav Anand, Rob Abbott, et al.2012 · 240 citations
  60. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.Kristina Gulordava, Marco Baroni2011 · 240 citations
  61. The BioScope corpus: annotation for negation, uncertainty and their scope in biomedical textsGyörgy Szarvas, Veronika Vincze, Richárd Farkas, et al.2008 · 240 citations
  62. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
  63. ASQA: Factoid Questions Meet Long-Form AnswersIvan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 239 citations
  64. MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkHaoran Li, Abhinav Arora, Shuohui Chen, et al.2021 · 239 citations
  65. Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  66. MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsZhaojiang Lin, Andrea Madotto, Genta Indra Winata, et al.2020 · 239 citations
  67. Curriculum Learning for Natural Language UnderstandingBenfeng Xu, Licheng Zhang, Zhendong Mao, et al.2020 · 239 citations
  68. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
  69. “Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style TransferAkhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran2019 · 239 citations
  70. Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
  71. Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic TriggerFanchao Qi, Mukai Li, Yangyi Chen, et al.2021 · 238 citations
  72. Towards Exploiting Background Knowledge for Building Conversation SystemsNikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 238 citations
  73. Selective Sharing for Multilingual Dependency ParsingTahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
  74. A Discriminative Matching Approach to Word AlignmentBen Taskar, Simon Lacoste-Julien, Dan Klein2005 · 237 citations
  75. On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A SurveyLin Long, Rui Wang, Ruixuan Xiao, et al.2024 · 236 citations
  76. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalXin Zhang, Yanzhao Zhang, Dingkun Long, et al.2024 · 236 citations
  77. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky2023 · 236 citations
  78. Reframing Instructional Prompts to GPTk's LanguageSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 236 citations
  79. Document Context Neural Machine Translation with Memory NetworksSameen Maruf, Gholamreza Haffari2018 · 236 citations
  80. Attention-based Multimodal Neural Machine TranslationPo-Yao Huang, Frederick Liu, Sz-Rung Shiang, et al.2016 · 235 citations
  81. Better Document-level Sentiment Analysis from RST Discourse ParsingParminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
  82. SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment ChallengeMyroslava Dzikovska, Rodney Nielsen, Chris Brew, et al.2013 · 235 citations
  83. Structured Perceptron with Inexact SearchLiang Huang, Suphan Fayong, Yang Guo2012 · 235 citations
  84. SemEval-2022 Task 5: Multimedia Automatic Misogyny IdentificationElisabetta Fersini, Francesca Gasparini, Giulia Rizzi, et al.2022 · 234 citations
  85. The Importance of Modeling Social Factors of Language: Theory and PracticeDirk Hovy, Diyi Yang2021 · 234 citations
  86. Self-Guided Contrastive Learning for BERT Sentence RepresentationsTaeuk Kim, Kang Min Yoo, Sang-goo Lee2021 · 234 citations
  87. FUDGE: Controlled Text Generation With Future DiscriminatorsKevin Yang, Dan Klein2021 · 234 citations
  88. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
  89. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant2019 · 234 citations
  90. Translationese and Its DialectsMoshe Koppel, Noam Ordan2011 · 234 citations
  91. Bayesian Word Sense InductionSamuel Brody, Mirella Lapata2009 · 234 citations
  92. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
  93. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningSarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, et al.2022 · 233 citations
  94. Dialog State Tracking: A Neural Reading Comprehension ApproachShuyang Gao, Abhishek Sethi, Sanchit Agarwal, et al.2019 · 233 citations
  95. A Discrete Hard EM Approach for Weakly Supervised Question AnsweringSewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 233 citations
  96. Decoupling Strategy and Generation in Negotiation DialoguesHe He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
  97. Towards Robust and Privacy-preserving Text RepresentationsYitong Li, Timothy Baldwin, Trevor Cohn2018 · 233 citations
  98. Unsupervised Event Coreference Resolution with Rich Linguistic FeaturesCosmin Bejan, Sanda Harabagiu2010 · 233 citations
  99. Simplifying Text for Language-Impaired ReadersJohn Carroll, Guido Minnen, Darren Pearce, et al.1999 · 233 citations
  100. Evaluating Automated and Manual Acquisition of Anaphora Resolution StrategiesChinatsu Aone, Scott William Bennett1995 · 233 citations

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