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Works of Columbia University

118 works · page 1 of 2 · the most cited first · ← Columbia University

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  1. A Maximum Entropy Approach to Natural Language ProcessingAdam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra1996 · 3,633 citations
  2. Measuring Massive Multitask Language UnderstandingDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 3,489 citations
  3. Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, et al.2023 · 2,487 citations
  4. Sentiment Analysis of Twitter DataApoorv Agarwal, Boyi Xie, Ilia Vovsha, et al.2011 · 1,457 citations
  5. V-Measure: A Conditional Entropy-Based External Cluster Evaluation MeasureAndrew Rosenberg, Julia Hirschberg2007 · 1,279 citations
  6. SemEval-2017 Task 4: Sentiment Analysis in TwitterSara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,159 citations
  7. Predicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
  8. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,109 citations
  9. SemEval-2012 Task 6: A Pilot on Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2012 · 1,107 citations
  10. SemEval-2016 Task 4: Sentiment Analysis in TwitterPreslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,081 citations
  11. Retrieving Collocations from Text: XtractFrank Smadja1993 · 951 citations
  12. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
  13. MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of ArabicArfath Pasha, Mohamed Al-Badrashiny, Mona Diab, et al.2014 · 835 citations
  14. SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 783 citations
  15. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
  16. Unified Pre-training for Program Understanding and GenerationWasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al.2021 · 746 citations
  17. SemEval-2014 Task 9: Sentiment Analysis in TwitterSara Rosenthal, Alan Ritter, Preslav Nakov, et al.2014 · 741 citations
  18. Extracting Paraphrases from a Parallel CorpusRegina Barzilay, Kathleen R. McKeown2001 · 691 citations
  19. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
  20. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
  21. *SEM 2013 shared task: Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2013 · 658 citations
  22. Detecting Hate Speech on the World Wide WebWilliam Warner, Julia Hirschberg2012 · 655 citations
  23. Scalable Inference and Training of Context-Rich Syntactic Translation ModelsMichel Galley, Jonathan Graehl, Kevin Knight, et al.2006 · 638 citations
  24. Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell SwoopNizar Habash, Owen Rambow2005 · 634 citations
  25. Translating Collocations for Bilingual Lexicons: A Statistical ApproachFrank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou1996 · 599 citations
  26. An Unsupervised Aspect-Sentiment Model for Online ReviewsSamuel Brody, Noemie Elhadad2010 · 569 citations
  27. Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citations
  28. SemEval-2015 Task 10: Sentiment Analysis in TwitterSara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, et al.2015 · 490 citations
  29. Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
  30. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
  31. Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
  32. FinGPT: Open-Source Financial Large Language ModelsHongyang Yang, Xiao-Yang Liu, Christina Dan Wang2023 · 445 citations
  33. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
  34. Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
  35. Whose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.2023 · 390 citations
  36. Aligning AI With Shared Human ValuesDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 382 citations
  37. Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 358 citations
  38. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackBaolin Peng, Michel Galley, Pengcheng He, et al.2023 · 354 citations
  39. ViperGPT: Visual Inference via Python Execution for ReasoningDidac Suris, Sachit Menon, Carl Vondrick2023 · 352 citations
  40. Parsing English with a Link GrammarDaniel D. Sleator, Davy Temperley1993 · 339 citations
  41. Word-level Textual Adversarial Attacking as Combinatorial OptimizationYuan Zang, Fanchao Qi, Chenghao Yang, et al.2020 · 338 citations
  42. The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
  43. Overview for the First Shared Task on Language Identification in Code-Switched DataThamar Solorio, Elizabeth Blair, Suraj Maharjan, et al.2014 · 303 citations
  44. A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth, et al.2010 · 297 citations
  45. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadad2003 · 280 citations
  46. Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic DependenciesMichel Galley, Kathleen McKeown, Julia Hirschberg, et al.2004 · 278 citations
  47. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 272 citations
  48. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsEmily Allaway, Kathleen McKeown2020 · 268 citations
  49. CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewDan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 265 citations
  50. 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
  51. The Benefits of a Model of AnnotationRebecca J. Passonneau, Bob Carpenter2014 · 238 citations
  52. Conventional Orthography for Dialectal ArabicNizar Habash, Mona Diab, Owen Rambow2012 · 237 citations
  53. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  54. Bayesian Word Sense InductionSamuel Brody, Mirella Lapata2009 · 234 citations
  55. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  56. Putting it Simply: a Context-Aware Approach to Lexical SimplificationOr Biran, Samuel Brody, Noémie Elhadad2011 · 222 citations
  57. Measuring Agreement on Set-valued Items (MASI) for Semantic and Pragmatic AnnotationRebecca Passonneau2006 · 222 citations
  58. Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature RankingRyan Roth, Owen Rambow, Nizar Habash, et al.2008 · 217 citations
  59. MAGEAD: A Morphological Analyzer and Generator for the Arabic DialectsNizar Habash, Owen Rambow2006 · 209 citations
  60. OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsAnas Awadalla, Irena Gao, Josh Gardner, et al.2023 · 209 citations
  61. A Morphological Analyzer for Egyptian ArabicNizar Habash, Ramy Eskander, Abdelati Hawwari2012 · 204 citations
  62. Entity-level Factual Consistency of Abstractive Text SummarizationFeng Nan, Ramesh Nallapati, Zhiguo Wang, et al.2021 · 204 citations
  63. BART: A Modular Toolkit for Coreference ResolutionYannick Versley, Simone Paolo Ponzetto, Massimo Poesio, et al.2008 · 197 citations
  64. CATiB: The Columbia Arabic TreebankNizar Habash, Ryan Roth2009 · 191 citations
  65. Arabic Diacritization through Full Morphological TaggingNizar Habash, Owen Rambow2007 · 184 citations
  66. Semantics-Based Machine Translation with Hyperedge Replacement GrammarsBevan Jones, Jacob Andreas, Daniel Bauer, et al.2012 · 180 citations
  67. A Multidialectal Parallel Corpus of ArabicHouda Bouamor, Nizar Habash, Kemal Oflazer2014 · 175 citations
  68. COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 PandemicArkadiy Saakyan, Tuhin Chakrabarty, Smaranda Muresan2021 · 168 citations
  69. Parsing Arabic DialectsDavid Chiang, Mona Diab, Nizar Habash, et al.2006 · 166 citations
  70. Large Scale Arabic Error Annotation: Guidelines and FrameworkWajdi Zaghouani, Behrang Mohit, Nizar Habash, et al.2014 · 160 citations
  71. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  72. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 141 citations
  73. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 136 citations
  74. Morphological Annotation of Quranic ArabicKais Dukes, Nizar Habash2010 · 134 citations
  75. FLUTE: Figurative Language Understanding through Textual ExplanationsTuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, et al.2022 · 131 citations
  76. Adversarial Learning for Zero-Shot Stance Detection on Social MediaEmily Allaway, Malavika Srikanth, Kathleen McKeown2021 · 124 citations
  77. Aggregated Word Pair Features for Implicit Discourse Relation DisambiguationOr Biran, Kathleen McKeown2013 · 121 citations
  78. Sarcasm Analysis Using Conversation ContextDebanjan Ghosh, Alexander R. Fabbri, Smaranda Muresan2018 · 118 citations
  79. Unified Guidelines and Resources for Arabic Dialect OrthographyNizar Habash, Fadhl Eryani, Salam Khalifa, et al.2018 · 117 citations
  80. Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional FeaturesYuval Marton, Nizar Habash, Owen Rambow2013 · 109 citations
  81. Uncertain Natural Language InferenceTongfei Chen, Zhengping Jiang, Adam Poliak, et al.2020 · 103 citations
  82. The Role of Conversation Context for Sarcasm Detection in Online InteractionsDebanjan Ghosh, Alexander Richard Fabbri, Smaranda Muresan2017 · 99 citations
  83. Morphological Analysis and Generation for Arabic DialectsNizar Habash, Owen Rambow, George Kiraz2005 · 96 citations
  84. A Report on the 2020 Sarcasm Detection Shared TaskDebanjan Ghosh, Avijit Vajpayee, Smaranda Muresan2020 · 92 citations
  85. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  86. R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense KnowledgeTuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, et al.2020 · 86 citations
  87. A Corpus for Modeling Morpho-Syntactic Agreement in Arabic: Gender, Number and RationalitySarah Alkuhlani, Nizar Habash2011 · 82 citations
  88. Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological FeaturesYuval Marton, Nizar Habash, Owen Rambow2010 · 67 citations
  89. Morphological Analysis and Generation of Arabic Nouns: A Morphemic Functional ApproachMohamed Altantawy, Nizar Habash, Owen Rambow, et al.2010 · 49 citations
  90. MIDAS: A Dialog Act Annotation Scheme for Open Domain Human-Machine Spoken ConversationsDian Yu, Zhou Yu2021 · 47 citations
  91. AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingTariq Alhindi, Amal Alabdulkarim, Ali Alshehri, et al.2021 · 41 citations
  92. Frame Semantic Tree Kernels for Social Network Extraction from TextApoorv Agarwal, Sriramkumar Balasubramanian, Anup Kotalwar, et al.2014 · 40 citations
  93. Discourse Relation Prediction: Revisiting Word Pairs with Convolutional NetworksSiddharth Varia, Christopher Hidey, Tuhin Chakrabarty2019 · 39 citations
  94. Morphologically Annotated Corpora for Seven Arabic Dialects: Taizi, Sanaani, Najdi, Jordanian, Syrian, Iraqi and MoroccanFaisal Alshargi, Shahd Dibas, Sakhar Alkhereyf, et al.2019 · 34 citations
  95. PDTB Discourse Parsing as a Tagging Task: The Two Taggers ApproachOr Biran, Kathleen McKeown2015 · 32 citations
  96. Human Rationales as Attribution Priors for Explainable Stance DetectionSahil Jayaram, Emily Allaway2021 · 30 citations
  97. Committed Belief Tagging on the Factbank and LU Corpora: A Comparative StudyGregory Werner, Vinodkumar Prabhakaran, Mona Diab, et al.2015 · 24 citations
  98. Sequential Cross-Document Coreference ResolutionEmily Allaway, Shuai Wang, Miguel Ballesteros2021 · 22 citations
  99. Improving Arabic Dependency Parsing with Form-based and Functional Morphological FeaturesYuval Marton, Nizar Habash, Owen Rambow2011 · 21 citations
  100. The Dependency-Parsed FrameNet CorpusDaniel Bauer, Hagen Fürstenau, Owen Rambow2012 · 18 citations

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