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Who cites «Building a Large Annotated Corpus of English: The Penn Treebank»

2,517 papers of our library cite it (of the 140,884 whose bibliographies we read) · 326 with a page here, the most cited first · page 1 of 4 · 1–100 · ← the paper

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  1. Attention Is All You NeedAshish Vaswani, Noam Shazeer, Niki Parmar, et al.2017 · 16,413 citations
  2. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,488 citations
  3. A Call for Clarity in Reporting BLEU ScoresMatt Post2018 · 4,130 citations
  4. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkKristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,559 citations
  5. Linguistic Regularities in Continuous Space Word RepresentationsTomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,482 citations
  6. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 3,240 citations
  7. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,208 citations
  8. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,847 citations
  9. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,510 citations
  10. Recurrent Neural Network RegularizationWojciech Zaremba, Ilya Sutskever, Oriol Vinyals2014 · 2,379 citations
  11. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
  12. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,216 citations
  13. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  14. Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,852 citations
  15. The Penn Discourse TreeBank 2.0.Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.2008 · 1,793 citations
  16. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,792 citations
  17. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech TaggingEric Brill1995 · 1,774 citations
  18. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  19. TnT – A Statistical Part-of-Speech TaggerThorsten Brants2000 · 1,756 citations
  20. Pointer Sentinel Mixture ModelsStephen Merity, Caiming Xiong, James Bradbury, et al.2016 · 1,669 citations
  21. A Maximum Entropy Model for Part-Of-Speech TaggingAdwait Ratnaparkhi1996 · 1,554 citations
  22. Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,451 citations
  23. Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,258 citations
  24. A Structural Probe for Finding Syntax in Word RepresentationsJohn Hewitt, Christopher D. Manning2019 · 1,228 citations
  25. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
  26. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  27. BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen2020 · 1,139 citations
  28. CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,064 citations
  29. The Penn Treebank: Annotating Predicate Argument StructureMitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al.1994 · 1,056 citations
  30. Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,045 citations
  31. Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,011 citations
  32. The CoNLL 2007 Shared Task on Dependency ParsingJoakim Nivre, Johan Hall, Sandra Kübler, et al.2007 · 1,010 citations
  33. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 988 citations
  34. PPDB: The Paraphrase DatabaseJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch2013 · 964 citations
  35. Improved Inference for Unlexicalized ParsingSlav Petrov, Dan Klein2007 · 941 citations
  36. Visualizing and Understanding Recurrent NetworksAndrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 939 citations
  37. Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure TheoryLynn Carlson, Daniel Marcu, Mary Ellen Okurovsky2001 · 912 citations
  38. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
  39. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
  40. Introduction to the CoNLL-2005 Shared Task: Semantic Role LabelingXavier Carreras, Lluís Màrquez2005 · 899 citations
  41. Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
  42. Statistical Dependency Analysis with Support Vector MachinesHiroyasu Yamada, Yuji Matsumoto2003 · 878 citations
  43. Learning Subjective LanguageJanyce Wiebe, Theresa Wilson, Rebecca Bruce, et al.2004 · 861 citations
  44. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFXuezhe Ma, Eduard Hovy2016 · 852 citations
  45. Effective Self-Training for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2006 · 846 citations
  46. From TreeBank to PropBankPaul Kingsbury, Martha Palmer2002 · 787 citations
  47. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 775 citations
  48. Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsKevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 767 citations
  49. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  50. The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic DependenciesMihai Surdeanu, Richard Johansson, Adam Meyers, et al.2008 · 728 citations
  51. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
  52. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
  53. Simple Semi-supervised Dependency ParsingTerry Koo, Xavier Carreras, Michael Collins2008 · 655 citations
  54. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
  55. Algorithms for Deterministic Incremental Dependency ParsingJoakim Nivre2008 · 643 citations
  56. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  57. Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear ModelsStephen Clark, James R. Curran2007 · 625 citations
  58. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
  59. Linguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 598 citations
  60. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
  61. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
  62. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 565 citations
  63. Sentence Level Discourse Parsing using Syntactic and Lexical InformationRadu Soricut, Daniel Marcu2003 · 560 citations
  64. The Importance of Syntactic Parsing and Inference in Semantic Role LabelingVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 538 citations
  65. Unsupervised Multilingual Sentence Boundary DetectionTibor Kiss, Jan Strunk2006 · 523 citations
  66. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  67. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. Manning2011 · 510 citations
  68. What is the Jeopardy Model? A Quasi-Synchronous Grammar for QAMengqiu Wang, Noah A. Smith, Teruko Mitamura2007 · 503 citations
  69. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 492 citations
  70. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  71. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
  72. PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
  73. Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 482 citations
  74. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  75. A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
  76. Learning to Generate Reviews and Discovering SentimentAlec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 467 citations
  77. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 466 citations
  78. A Universal Part-of-Speech TagsetSlav Petrov, Dipanjan Das, Ryan McDonald2012 · 457 citations
  79. A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloff2002 · 448 citations
  80. LLM-Pruner: On the Structural Pruning of Large Language ModelsXinyin Ma, Gongfan Fang, Xinchao Wang2023 · 447 citations
  81. Automatic construction of a hypernym-labeled noun hierarchy from textSharon A. Caraballo1999 · 441 citations
  82. CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotesSameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.2011 · 434 citations
  83. Extended Constituent-to-Dependency Conversion for EnglishRichard Johansson, Pierre Nugues2007 · 431 citations
  84. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
  85. Probabilistic Top-Down Parsing and Language ModelingBrian Roark2001 · 424 citations
  86. Empower Sequence Labeling with Task-Aware Neural Language ModelLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 419 citations
  87. Tailoring Continuous Word Representations for Dependency ParsingMohit Bansal, Kevin Gimpel, Karen Livescu2014 · 418 citations
  88. The Penn Discourse TreebankEleni Miltsakaki, Rashmi Prasad, Aravind Joshi, et al.2004 · 415 citations
  89. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  90. Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 407 citations
  91. A Corpus-based Investigation of Definite Description UseMassimo Poesio, Renata Vieira1998 · 407 citations
  92. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 406 citations
  93. Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
  94. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 401 citations
  95. Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language TasksRion Snow, Brendan O'Connor, Daniel Jurafsky, et al.2008 · 390 citations
  96. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  97. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
  98. Identifying and Reducing Gender Bias in Word-Level Language ModelsShikha Bordia, Samuel R. Bowman2019 · 363 citations
  99. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
  100. Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations

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