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Works of Computational Linguistics

176 works · page 1 of 2 · the most cited first · ← Computational Linguistics

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  1. Word Association Norms, Mutual Information, and LexicographyKenneth Ward Church, Patrick Hanks1990 · 4,363 citations
  2. A Maximum Entropy Approach to Natural Language ProcessingAdam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra1996 · 3,633 citations
  3. Lexicon-Based Methods for Sentiment AnalysisMaite Taboada, Julian Brooke, Milan Tofiloski, et al.2011 · 3,556 citations
  4. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,208 citations
  5. Accurate Methods for the Statistics of Surprise and CoincidenceTed Dunning1993 · 3,060 citations
  6. Building a Large Annotated Corpus of English: The Penn TreebankMitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz1993 · 3,006 citations
  7. Attention, Intentions, and the Structure of DiscourseBarbara J. Grosz, Candace L. Sidner1986 · 2,923 citations
  8. Assessing Agreement on Classification Tasks: The Kappa StatisticJean Carletta1996 · 2,462 citations
  9. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,216 citations
  10. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,101 citations
  11. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  12. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech TaggingEric Brill1995 · 1,774 citations
  13. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  14. Hierarchical Phrase-Based TranslationDavid Chiang2007 · 1,628 citations
  15. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  16. Evaluating WordNet-based Measures of Lexical Semantic RelatednessAlexander Budanitsky, Graeme Hirst2006 · 1,610 citations
  17. Automatic Word Sense DiscriminationHinrich Schütze1998 · 1,486 citations
  18. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
  19. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,287 citations
  20. A Program for Aligning Sentences in Bilingual CorporaWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
  21. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,196 citations
  22. Lexical Cohesion Computed by Thesaural relations as an indicator of the structure of textJane Morris, Graeme Hirst1991 · 1,079 citations
  23. Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,072 citations
  24. Finite-State Transducers in Language and Speech ProcessingMehryar Mohri1997 · 1,021 citations
  25. Introduction to the Special Issue on the Web as CorpusAdam Kilgarriff, Gregory Grefenstette2003 · 1,007 citations
  26. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 988 citations
  27. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 962 citations
  28. Retrieving Collocations from Text: XtractFrank Smadja1993 · 951 citations
  29. An Algorithm for Pronominal Anaphora ResolutionShalom Lappin, Herbert J. Leass1994 · 945 citations
  30. Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
  31. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
  32. Dependency-Based Construction of Semantic Space ModelsSebastian Padó, Mirella Lapata2007 · 906 citations
  33. Distributional Memory: A General Framework for Corpus-Based SemanticsMarco Baroni, Alessandro Lenci2010 · 879 citations
  34. Learning Subjective LanguageJanyce Wiebe, Theresa Wilson, Rebecca Bruce, et al.2004 · 861 citations
  35. Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2009 · 824 citations
  36. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
  37. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citations
  38. Introduction to the Special Issue on Word Sense Disambiguation: The State of the ArtNancy Ide, Jean Véronis1998 · 740 citations
  39. The Web as a Parallel CorpusPhilip Resnik, Noah A. Smith2003 · 703 citations
  40. Algorithms for Deterministic Incremental Dependency ParsingJoakim Nivre2008 · 643 citations
  41. Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear ModelsStephen Clark, James R. Curran2007 · 625 citations
  42. Parsing Argumentation Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2017 · 613 citations
  43. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
  44. Argument Mining: A SurveyJohn Lawrence, Chris Reed2019 · 601 citations
  45. Translating Collocations for Bilingual Lexicons: A Statistical ApproachFrank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou1996 · 599 citations
  46. Tagging English Text with a Probabilistic ModelBernard Merialdo1994 · 599 citations
  47. A Critique and Improvement of an Evaluation Metric for Text SegmentationLev Pevzner, Marti A. Hearst2002 · 594 citations
  48. Improving Machine Translation Performance by Exploiting Non-Parallel CorporaDragos Stefan Munteanu, Daniel Marcu2005 · 576 citations
  49. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
  50. Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citations
  51. A Structured Review of the Validity of BLEUEhud Reiter2018 · 538 citations
  52. The Importance of Syntactic Parsing and Inference in Semantic Role LabelingVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 538 citations
  53. Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked RulesHeeyoung Lee, Angel Chang, Yves Peirsman, et al.2013 · 536 citations
  54. Unsupervised Multilingual Sentence Boundary DetectionTibor Kiss, Jan Strunk2006 · 523 citations
  55. Using Corpus Statistics and WordNet Relations for Sense IdentificationClaudia Leacock, Martin Chodorow, George A. Miller1998 · 518 citations
  56. Probing Classifiers: Promises, Shortcomings, and AdvancesYonatan Belinkov2022 · 513 citations
  57. PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
  58. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  59. The Reliability of a Dialogue Structure Coding SchemeJean Carletta, Amy Isard, Stephen Isard, et al.1997 · 480 citations
  60. Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel CorporaDekai Wu1997 · 453 citations
  61. Arabic Dialect IdentificationOmar F. Zaidan, Chris Callison-Burch2014 · 436 citations
  62. Computational Generation of Referring Expressions: A SurveyEmiel Krahmer, Kees van Deemter2012 · 430 citations
  63. Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven MethodsNitin Madnani, Bonnie J. Dorr2010 · 425 citations
  64. Probabilistic Top-Down Parsing and Language ModelingBrian Roark2001 · 424 citations
  65. Text-Translation AlignmentMartin Kay, Martin Roscheisen1993 · 423 citations
  66. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  67. An Estimate of an Upper Bound for the Entropy of EnglishPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1992 · 411 citations
  68. A Stochastic Finite-State Word-Segmentation Algorithm for ChineseRichard W. Sproat, Chilin Shih, William Gale, et al.1996 · 410 citations
  69. A Corpus-based Investigation of Definite Description UseMassimo Poesio, Renata Vieira1998 · 407 citations
  70. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  71. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
  72. Random Walks for Knowledge-Based Word Sense DisambiguationEneko Agirre, Oier López de Lacalle, Aitor Soroa2014 · 359 citations
  73. Word Sense Disambiguation Using a Second Language Monolingual CorpusIdo Dagan, Alon Itai1994 · 344 citations
  74. Machine Translation Divergences: A Formal Description and Proposed SolutionBonnie J. Dorr1994 · 328 citations
  75. N-gram-based Machine TranslationJosé Mariño, Rafael E. Banchs, Josep M. Crego, et al.2006 · 318 citations
  76. Anaphora and Discourse StructureBonnie Webber, Matthew Stone, Aravind Joshi, et al.2003 · 315 citations
  77. Statistical Approaches to Computer-Assisted TranslationSergio Barrachina, Oliver Bender, Francisco Casacuberta, et al.2008 · 313 citations
  78. Unsupervised Type and Token Identification of Idiomatic ExpressionsAfsaneh Fazly, Paul Cook, Suzanne Stevenson2009 · 301 citations
  79. Near-Synonymy and Lexical ChoicePhilip Edmonds, Graeme Hirst2002 · 300 citations
  80. Survey: Multiword Expression Processing: A SurveyMathieu Constant, Gülşen Eryiǧit, Johanna Monti, et al.2017 · 296 citations
  81. The rhetorical parsing of unrestricted texts: a surface-based approachDaniel Marcu2000 · 281 citations
  82. A Problem for RST: The Need for Multi-Level Discourse AnalysisJohanna D. Moore, Martha E. Pollack1992 · 280 citations
  83. Feature Forest Models for Probabilistic HPSG ParsingYusuke Miyao, Jun'ichi Tsujii2008 · 279 citations
  84. Similarity of Semantic RelationsPeter D. Turney2006 · 277 citations
  85. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsJunchao Wu, Shu Yang, Runzhe Zhan, et al.2025 · 276 citations
  86. CorMet: A Computational, Corpus-Based Conventional Metaphor Extraction SystemZachary J. Mason2004 · 270 citations
  87. met*: A Method for Discriminating Metonymy and Metaphor by ComputerDan Fass1991 · 269 citations
  88. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
  89. Experiments on the Automatic Induction of German Semantic Verb ClassesSchulte im Walde, Sabine2006 · 259 citations
  90. Automatically Assessing Machine Summary Content Without a Gold StandardAnnie Louis, Ani Nenkova2013 · 254 citations
  91. On Coreferring: Coreference in MUC and Related Annotation SchemesKees van Deemter, Rodger Kibble2000 · 252 citations
  92. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
  93. Argumentation Mining in User-Generated Web DiscourseIvan Habernal, Iryna Gurevych2017 · 243 citations
  94. Machine TransliterationKevin Knight, Jonathan Graehl1998 · 237 citations
  95. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  96. Squibs: What Is a Paraphrase?Rahul Bhagat, Eduard Hovy2013 · 216 citations
  97. A Global Joint Model for Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher D. Manning2008 · 214 citations
  98. Data-Driven Sentence Simplification: Survey and BenchmarkFernando Alva-Manchego, Carolina Scarton, Lucia Specia2020 · 213 citations
  99. Did It Happen? The Pragmatic Complexity of Veridicality AssessmentMarie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts2012 · 202 citations
  100. Tree Kernels for Semantic Role LabelingAlessandro Moschitti, Daniele Pighin, Roberto Basili2008 · 202 citations

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