🎓 Works of University of Pennsylvania

143 works · page 1 of 2 · the most cited first · ← University of Pennsylvania

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1. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
2. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,208 citations
3. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
4. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,216 citations
5. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,101 citations
6. Abstract Meaning Representation for SembankingLaura Banarescu, Claire Bonial, Shu Cai, et al.2013 · 1,915 citations
7. The Penn Discourse TreeBank 2.0.Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.2008 · 1,793 citations
8. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,792 citations
9. A Simple Rule-Based Part of Speech TaggerEric Brill1992 · 1,618 citations
10. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,548 citations
11. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
12. Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,258 citations
13. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
14. The Penn Treebank: Annotating Predicate Argument StructureMitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al.1994 · 1,056 citations
15. Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,045 citations
16. PPDB: The Paraphrase DatabaseJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch2013 · 964 citations
17. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
18. Three New Probabilistic Models for Dependency Parsing: An ExplorationJason M. Eisner1996 · 908 citations
19. From TreeBank to PropBankPaul Kingsbury, Martha Palmer2002 · 787 citations
20. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin, Jamaal Hay, Dan Roth2019 · 731 citations
21. Online Learning of Approximate Dependency Parsing AlgorithmsRyan McDonald, Fernando Pereira2006 · 729 citations
22. Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
23. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 669 citations
24. Problems in Current Text Simplification Research: New Data Can HelpWei Xu, Chris Callison-Burch, Courtney Napoles2015 · 659 citations
25. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
26. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
27. The Fisher Corpus: a Resource for the Next Generations of Speech-to-TextChristopher Cieri, David Miller, Kevin Walker2004 · 558 citations
28. Jailbreaking Black Box Large Language Models in Twenty QueriesPatrick Chao, Alexander Robey, Edgar Dobriban, et al.2023 · 533 citations
29. Chinese Word Segmentation as Character TaggingNianwen Xue2003 · 504 citations
30. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 486 citations
31. Part-of-Speech Tagging Guidelines for the Penn Treebank Project (3rd Revision)Beatrice Santorini1990 · 483 citations
32. A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
33. SemEval-2007 Task-17: English Lexical Sample, SRL and All WordsSameer Pradhan, Edward Loper, Dmitriy Dligach, et al.2007 · 442 citations
34. Findings of the 2013 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 441 citations
35. DECISION LISTS FOR LEXICAL AMBIGUITY RESOLUTION: Application to Accent Restoration in Spanish and FrenchDavid Yarowsky1994 · 441 citations
36. One Sense per CollocationDavid Yarowsky1993 · 440 citations
37. Arabic Dialect IdentificationOmar F. Zaidan, Chris Callison-Burch2014 · 436 citations
38. CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotesSameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.2011 · 434 citations
39. Automatic sense prediction for implicit discourse relations in textEmily Pitler, Annie Louis, Ani Nenkova2009 · 418 citations
40. Motivations and Methods for Text SimplificationR. Chandrasekar, Christine Doran, B. Srinivas1996 · 417 citations
41. The Penn Discourse TreebankEleni Miltsakaki, Rashmi Prasad, Aravind Joshi, et al.2004 · 415 citations
42. PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classificationEllie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.2015 · 414 citations
43. Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 407 citations
44. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 406 citations
45. Synchronous Tree-Adjoining GrammarsStuart M. Shieber, Yves Schabes1990 · 404 citations
46. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
47. Inside-Outside Reestimation From Partially Bracketed CorporaFernando Pereira, Yves Schabes1992 · 388 citations
48. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
49. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 366 citations
50. Characterizing Structural Descriptions Produced by Various Grammatical FormalismsK. Vijay-Shanker, David J. Weir, Aravind K. Joshi1987 · 354 citations
51. Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.2023 · 345 citations
52. Multilingual Dependency Analysis with a Two-Stage Discriminative ParserRyan McDonald, Kevin Lerman, Fernando Pereira2006 · 321 citations
53. Anaphora and Discourse StructureBonnie Webber, Matthew Stone, Aravind Joshi, et al.2003 · 315 citations
54. The Necessity of Parsing for Predicate Argument RecognitionDaniel Gildea, Martha Palmer2002 · 293 citations
55. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 293 citations
56. Machine Translation Using Probabilistic Synchronous Dependency Insertion GrammarsYuan Ding, Martha Palmer2005 · 286 citations
57. Statistical Syntax-Directed Translation with Extended Domain of LocalityLiang Huang, Kevin Knight, Aravind Joshi2006 · 274 citations
58. A Continuously Growing Dataset of Sentential ParaphrasesWuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
59. From Light to Rich ERE: Annotation of Entities, Relations, and EventsZhiyi Song, Ann Bies, Stephanie Strassel, et al.2015 · 263 citations
60. Automatically Assessing Machine Summary Content Without a Gold StandardAnnie Louis, Ani Nenkova2013 · 254 citations
61. Forest-Based TranslationHaitao Mi, Liang Huang, Qun Liu2008 · 252 citations
62. Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
63. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
64. Prepositional Phrase Attachment through a Backed-off ModelMichael Collins, James Brooks1995 · 234 citations
65. SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)Wei Xu, Chris Callison-Burch, Bill Dolan2015 · 230 citations
66. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
67. Loosely Tree-Based Alignment for Machine TranslationDaniel Gildea2003 · 220 citations
68. An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreault2016 · 215 citations
69. Easily Identifiable Discourse RelationsEmily Pitler, Mridhula Raghupathy, Hena Mehta, et al.2008 · 206 citations
70. Towards Faithful Model Explanation in NLP: A SurveyQing Lyu, Marianna Apidianaki, Chris Callison-Burch2024 · 194 citations
71. Generative Data Augmentation for Commonsense ReasoningYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 194 citations
72. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsMatt Deitke, Christopher Clark, Sangho Lee, et al.2024 · 184 citations
73. Modeling Empathy and Distress in Reaction to News StoriesSven Buechel, Anneke Buffone, Barry Slaff, et al.2018 · 181 citations
74. Forest-based Translation Rule ExtractionHaitao Mi, Liang Huang2008 · 178 citations
75. An “AI readability” Formula for French as a Foreign LanguageThomas François, Cédrick Fairon2012 · 174 citations
76. Dirt Cheap Web-Scale Parallel Text from the Common CrawlJason R. Smith, Herve Saint-Amand, Magdalena Plamada, et al.2013 · 165 citations
77. LORELEI Language Packs: Data, Tools, and Resources for Technology Development in Low Resource LanguagesStephanie Strassel, Jennifer Tracey2016 · 161 citations
78. SmoothLLM: Defending Large Language Models Against Jailbreaking AttacksAlexander Robey, Eric Wong, Hamed Hassani, et al.2023 · 157 citations
79. Reflections on the Penn Discourse TreeBank, Comparable Corpora, and Complementary AnnotationRashmi Prasad, Bonnie Webber, Aravind Joshi2014 · 156 citations
80. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 149 citations
81. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
82. Developing an Arabic Treebank: Methods, Guidelines, Procedures, and ToolsMohamed Maamouri, Ann Bies2004 · 140 citations
83. A Recipe For Arbitrary Text Style Transfer with Large Language ModelsEmily Reif, Daphne Ippolito, Ann Yuan, et al.2021 · 125 citations
84. Annotation of Discourse Relations for Conversational Spoken DialogsSara Tonelli, Giuseppe Riccardi, Rashmi Prasad, et al.2010 · 122 citations
85. Realization of Discourse Relations by Other Means: Alternative LexicalizationsRashmi Prasad, Aravind Joshi, Bonnie Webber2010 · 120 citations
86. Fully Parsing the Penn TreebankRyan Gabbard, Seth Kulick, Mitchell Marcus2006 · 115 citations
87. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationWenpeng Yin, Dan Roth2018 · 114 citations
88. Discourse Deixis: Reference to Discourse SegmentsBonnie Lynn Webber1988 · 113 citations
89. Frustratingly Hard Domain Adaptation for Dependency ParsingMark Dredze, John Blitzer, Partha Pratim Talukdar, et al.2007 · 109 citations
90. ExpertQA: Expert-Curated Questions and Attributed AnswersChaitanya Malaviya, Subin Lee, Sihao Chen, et al.2024 · 109 citations
91. Dialogue Acts, Synchronizing Units, and Anaphora ResolutionMiriam Eckert, Michael Strube2000 · 103 citations
92. Issues in Arabic Orthography and Morphology AnalysisTim Buckwalter2004 · 98 citations
93. FrameNet+: Fast Paraphrastic Tripling of FrameNetEllie Pavlick, Travis Wolfe, Pushpendre Rastogi, et al.2015 · 75 citations
94. Using entity features to classify implicit discourse relationsAnnie Louis, Aravind Joshi, Rashmi Prasad, et al.2010 · 73 citations
95. "I'd rather just go to bed": Understanding Indirect AnswersAnnie Louis, Dan Roth, Filip Radlinski2020 · 70 citations
96. Discourse Relations: A Structural and Presuppositional Account Using Lexicalised TAGBonnie Webber, Alistair Knott, Matthew Stone, et al.1999 · 70 citations
97. Annotating Discourse Connectives in the Chinese TreebankNianwen Xue2005 · 64 citations
98. Improving Multi-Party Dialogue Discourse Parsing via Domain IntegrationZhengyuan Liu, Nancy Chen2021 · 60 citations
99. Exploiting Scope for Shallow Discourse ParsingRashmi Prasad, Aravind Joshi, Bonnie Webber2010 · 54 citations
100. Discourse Annotation in the PDTB: The Next GenerationRashmi Prasad, Bonnie Webber, Alan Lee2018 · 50 citations

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