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Works of Association for Computational Linguistics

3,691 works · page 18 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. Accurate Evaluation of Segment-level Machine Translation MetricsYvette Graham, Timothy Baldwin, Nitika Mathur2015 · 155 citations
  2. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsJustin Chen, Swarnadeep Saha, Mohit Bansal2024 · 154 citations
  3. TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, et al.2023 · 154 citations
  4. Large Language Models with Controllable Working MemoryDaliang Li, Ankit Singh Rawat, Manzil Zaheer, et al.2023 · 154 citations
  5. Evaluating Style Transfer for TextRemi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 154 citations
  6. Annotated GigawordCourtney Napoles, Matthew Gormley, Benjamin Van Durme2012 · 154 citations
  7. Coreference Resolution with World KnowledgeAltaf Rahman, Vincent Ng2011 · 154 citations
  8. FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGNMilind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, et al.2023 · 153 citations
  9. Graph Pre-training for AMR Parsing and GenerationXuefeng Bai, Yulong Chen, Yue Zhang2022 · 153 citations
  10. Probabilistic Disambiguation Models for Wide-Coverage HPSG ParsingYusuke Miyao, Jun'ichi Tsujii2005 · 153 citations
  11. Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.2016 · 152 citations
  12. Practical Very Large Scale CRFsThomas Lavergne, Olivier Cappé, François Yvon2010 · 152 citations
  13. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang, et al.2024 · 151 citations
  14. ChatGPT MT: Competitive for High- (but Not Low-) Resource LanguagesNathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.2023 · 151 citations
  15. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  16. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
  17. Graph-based Event Coreference ResolutionZheng Chen, Heng Ji2009 · 151 citations
  18. Finding Hedges by Chasing Weasels: Hedge Detection Using Wikipedia Tags and Shallow Linguistic FeaturesViola Ganter, Michael Strube2009 · 151 citations
  19. Transition-Based Parsing of the Chinese Treebank using a Global Discriminative ModelYue Zhang, Stephen Clark2009 · 151 citations
  20. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
  21. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  22. Statistical Power and Translationese in Machine Translation EvaluationYvette Graham, Barry Haddow, Philipp Koehn2020 · 150 citations
  23. Discourse Parsing with Attention-based Hierarchical Neural NetworksQi Li, Tianshi Li, Baobao Chang2016 · 150 citations
  24. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsWenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
  25. ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 149 citations
  26. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 149 citations
  27. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 149 citations
  28. The Effect of Translationese in Machine Translation Test SetsMike Zhang, Antonio Toral2019 · 149 citations
  29. Adding Noun Phrase Structure to the Penn TreebankDavid Vadas, James Curran2007 · 149 citations
  30. A Machine Learning Approach to Pronoun Resolution in Spoken DialogueMichael Strube, Christoph Müller2003 · 149 citations
  31. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins2023 · 147 citations
  32. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
  33. Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
  34. How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation PairsRico Sennrich2017 · 147 citations
  35. Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative DecodingJun Zhang, Jue Wang, Huan Li, et al.2024 · 146 citations
  36. SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and ArabicIbrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.2022 · 146 citations
  37. Word-Level Coreference ResolutionVladimir Dobrovolskii2021 · 146 citations
  38. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data CompositionGuanting Dong, Hongyi Yuan, Keming Lu, et al.2024 · 145 citations
  39. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative DecodingHeming Xia, Zhe Yang, Qingxiu Dong, et al.2024 · 145 citations
  40. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 145 citations
  41. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
  42. Context-faithful Prompting for Large Language ModelsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 145 citations
  43. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 145 citations
  44. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  45. SGM: Sequence Generation Model for Multi-label ClassificationPengcheng Yang, Xu Sun, Wei Li, et al.2018 · 145 citations
  46. Cross-Document Coreference on a Large Scale CorpusChung Heong Gooi, James Allan2004 · 145 citations
  47. Unified Demonstration Retriever for In-Context LearningXiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
  48. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
  49. In-Context Learning for Few-Shot Dialogue State TrackingYushi Hu, Chia-Hsuan Lee, Tianbao Xie, et al.2022 · 144 citations
  50. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  51. UNQOVERing Stereotyping Biases via Underspecified QuestionsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 144 citations
  52. SIMULEVAL: An Evaluation Toolkit for Simultaneous TranslationXutai Ma, Mohammad Javad Dousti, Changhan Wang, et al.2020 · 144 citations
  53. Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. Choi2020 · 144 citations
  54. Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn2019 · 144 citations
  55. SUD or Surface-Syntactic Universal Dependencies: An annotation scheme near-isomorphic to UDKim Gerdes, Bruno Guillaume, Sylvain Kahane, et al.2018 · 144 citations
  56. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
  57. The Role of Context Types and Dimensionality in Learning Word EmbeddingsOren Melamud, David McClosky, Siddharth Patwardhan, et al.2016 · 144 citations
  58. Collective Classification for Fine-grained Information StatusKatja Markert, Yufang Hou, Michael Strube2012 · 144 citations
  59. Supervised Models for Coreference ResolutionAltaf Rahman, Vincent Ng2009 · 144 citations
  60. Unsupervised discovery of morphologically related words based on orthographic and semantic similarityMarco Baroni, Johannes Matiasek, Harald Trost2002 · 144 citations
  61. AfriSenti: A Twitter Sentiment Analysis Benchmark for African LanguagesShamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, et al.2023 · 143 citations
  62. Quality-Aware Decoding for Neural Machine TranslationPatrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 143 citations
  63. Using Context Information for Dialog Act Classification in DNN FrameworkYang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
  64. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 143 citations
  65. Aligning English Strings with Abstract Meaning Representation GraphsNima Pourdamghani, Yang Gao, Ulf Hermjakob, et al.2014 · 143 citations
  66. Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-ExpertsHaoxiang Wang, Wei Xiong, Tengyang Xie, et al.2024 · 142 citations
  67. In-Context Learning Creates Task VectorsRoee Hendel, Mor Geva, Amir Globerson2023 · 142 citations
  68. Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationMan Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 142 citations
  69. Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse ConnectivesAttapol Rutherford, Nianwen Xue2015 · 142 citations
  70. RSTTool 2.4 - A markup Tool for Rhetorical Structure TheoryMichael O'Donnell2000 · 142 citations
  71. Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
  72. Deep contextualized word representations for detecting sarcasm and ironySuzana Ilić, Edison Marrese-Taylor, Jorge Balazs, et al.2018 · 141 citations
  73. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 141 citations
  74. Latent Structure Perceptron with Feature Induction for Unrestricted Coreference ResolutionEraldo Fernandes, Cícero dos Santos, Ruy Milidiú2012 · 141 citations
  75. A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text GenerationTianyu Liu, Yizhe Zhang, Chris Brockett, et al.2022 · 140 citations
  76. RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation EvaluationHiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi2018 · 140 citations
  77. An Impact Analysis of Features in a Classification Approach to Irony Detection in Product ReviewsKonstantin Buschmeier, Philipp Cimiano, Roman Klinger2014 · 140 citations
  78. Diverse Demonstrations Improve In-context Compositional GeneralizationItay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
  79. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
  80. Paragraph-level Simplification of Medical TextsAshwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 139 citations
  81. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 139 citations
  82. Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins2018 · 139 citations
  83. Trivial Transfer Learning for Low-Resource Neural Machine TranslationTom Kocmi, Ondřej Bojar2018 · 139 citations
  84. Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural NetworkAbhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya2017 · 139 citations
  85. A computational approach to politeness with application to social factorsCristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, et al.2013 · 139 citations
  86. Dependency-based Semantic Role Labeling of PropBankRichard Johansson, Pierre Nugues2008 · 139 citations
  87. A Report on the 2020 VUA and TOEFL Metaphor Detection Shared TaskChee Wee (Ben) Leong, Beata Beigman Klebanov, Chris Hamill, et al.2020 · 138 citations
  88. Generating High Quality Proposition Banks for Multilingual Semantic Role LabelingAlan Akbik, Laura Chiticariu, Marina Danilevsky, et al.2015 · 138 citations
  89. Identification and Resolution of Chinese Zero Pronouns: A Machine Learning ApproachShanheng Zhao, Hwee Tou Ng2007 · 138 citations
  90. Investigating Data Contamination in Modern Benchmarks for Large Language ModelsChunyuan Deng, Yilun Zhao, Xiangru Tang, et al.2024 · 137 citations
  91. ConvoKit: A Toolkit for the Analysis of ConversationsJonathan P. Chang, Caleb Chiam, Liye Fu, et al.2020 · 137 citations
  92. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
  93. SummScreen: A Dataset for Abstractive Screenplay SummarizationMingda Chen, Zewei Chu, Sam Wiseman, et al.2022 · 136 citations
  94. NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsXiming Lu, Sean Welleck, Peter West, et al.2022 · 136 citations
  95. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 136 citations
  96. A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation StandardsJacqueline Aguilar, Charley Beller, Paul McNamee, et al.2014 · 136 citations
  97. Findings of the 2009 Workshop on Statistical Machine TranslationChris Callison-Burch, Philipp Koehn, Christof Monz, et al.2009 · 136 citations
  98. Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language ModelsQingyu Lu, Baopu Qiu, Liang Ding, et al.2024 · 135 citations
  99. Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared TaskRicardo Rei, Nuno M. Guerreiro, José Pombal, et al.2023 · 135 citations
  100. Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 135 citations

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