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Works of Conference on Computational Natural Language Learning (CoNLL)

123 works · page 1 of 2 · the most cited first · ← Conference on Computational Natural Language…

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  1. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
  2. Design Challenges and Misconceptions in Named Entity RecognitionLev Ratinov, Dan Roth2009 · 1,836 citations
  3. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity RecognitionErik F. Tjong Kim Sang, Fien De Meulder2003 · 1,479 citations
  4. CoNLL-X Shared Task on Multilingual Dependency ParsingSabine Buchholz, Erwin Marsi2006 · 1,426 citations
  5. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li2003 · 1,335 citations
  6. Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,017 citations
  7. Introduction to the CoNLL-2005 Shared Task: Semantic Role LabelingXavier Carreras, Lluís Màrquez2005 · 899 citations
  8. Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipeMilan Straka, Jana Straková2017 · 811 citations
  9. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
  10. A Comparison of Algorithms for Maximum Entropy Parameter EstimationRobert Malouf2002 · 752 citations
  11. context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 666 citations
  12. A Linear Programming Formulation for Global Inference in Natural Language TasksDan Roth, Wen-tau Yih2004 · 636 citations
  13. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  14. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  15. Learning subjective nouns using extraction pattern bootstrappingEllen Riloff, Janyce Wiebe, Theresa Wilson2003 · 579 citations
  16. Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared TaskHeeyoung Lee, Yves Peirsman, Angel Chang, et al.2011 · 506 citations
  17. Named Entity Recognition through Classifier CombinationRadu Florian, Abe Ittycheriah, Hongyan Jing, et al.2003 · 484 citations
  18. CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotesSameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.2011 · 434 citations
  19. Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationIkuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.2016 · 427 citations
  20. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
  21. Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang2017 · 365 citations
  22. Modelling Context with User Embeddings for Sarcasm Detection in Social MediaSilvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
  23. Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning2017 · 346 citations
  24. Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 346 citations
  25. Multilingual Dependency Analysis with a Two-Stage Discriminative ParserRyan McDonald, Kevin Lerman, Fernando Pereira2006 · 321 citations
  26. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  27. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, et al.2019 · 304 citations
  28. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
  29. Memory-Based Dependency ParsingJoakim Nivre, Johan Hall, Jens Nilsson2004 · 299 citations
  30. Labeled Pseudo-Projective Dependency Parsing with Support Vector MachinesJoakim Nivre, Johan Hall, Jens Nilsson, et al.2006 · 293 citations
  31. Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity RecognitionTjong Kim Sang, Erik F.2002 · 291 citations
  32. Multilingual Semantic Role LabelingAnders Björkelund, Love Hafdell, Pierre Nugues2009 · 281 citations
  33. Learning Discriminative Projections for Text Similarity MeasuresWen-tau Yih, Kristina Toutanova, John C. Platt, et al.2011 · 273 citations
  34. Experiments with a Multilanguage Non-Projective Dependency ParserGiuseppe Attardi2006 · 242 citations
  35. Med-HALT: Medical Domain Hallucination Test for Large Language ModelsAnkit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu2023 · 219 citations
  36. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
  37. Semi-Supervised Recognition of Sarcasm in Twitter and AmazonDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 198 citations
  38. Polyglot: Distributed Word Representations for Multilingual NLPRami Al-Rfou', Bryan Perozzi, Steven Skiena2013 · 192 citations
  39. CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2016 · 187 citations
  40. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 143 citations
  41. EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose, et al.2019 · 122 citations
  42. Data Augmentation for Morphological ReinflectionMiikka Silfverberg, Adam Wiemerslage, Ling Liu, et al.2017 · 122 citations
  43. BabyBERTa: Learning More Grammar With Small-Scale Child-Directed LanguagePhilip A. Huebner, Elior Sulem, Fisher Cynthia, et al.2021 · 91 citations
  44. Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends'Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, et al.2016 · 87 citations
  45. A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov2017 · 86 citations
  46. A Refined End-to-End Discourse ParserJianxiang Wang, Man Lan2015 · 81 citations
  47. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Nora Kassner, Benno Krojer, Hinrich Schütze2020 · 79 citations
  48. A Joint Framework for Coreference Resolution and Mention Head DetectionHaoruo Peng, Kai-Wei Chang, Dan Roth2015 · 75 citations
  49. A Cascade Method for Detecting Hedges and their Scope in Natural Language TextBuzhou Tang, Xiaolong Wang, Xuan Wang, et al.2010 · 65 citations
  50. A Non-Monotonic Arc-Eager Transition System for Dependency ParsingMatthew Honnibal, Yoav Goldberg, Mark Johnson2013 · 55 citations
  51. Inference Protocols for Coreference ResolutionKai-Wei Chang, Rajhans Samdani, Alla Rozovskaya, et al.2011 · 50 citations
  52. An Expectation Maximization Approach to Pronoun ResolutionColin Cherry, Shane Bergsma2005 · 49 citations
  53. Memory-Based Resolution of In-Sentence Scopes of Hedge CuesRoser Morante, Vincent Van Asch, Walter Daelemans2010 · 48 citations
  54. Shallow Discourse Parsing Using Convolutional Neural NetworkLianhui Qin, Zhisong Zhang, Hai Zhao2016 · 47 citations
  55. Two End-to-end Shallow Discourse Parsers for English and Chinese in CoNLL-2016 Shared TaskJianxiang Wang, Man Lan2016 · 47 citations
  56. Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show TranscriptsHenry Y. Chen, Ethan Zhou, Jinho D. Choi2017 · 46 citations
  57. Pragmatic competence of pre-trained language models through the lens of discourse connectivesLalchand Pandia, Yan Cong, Allyson Ettinger2021 · 42 citations
  58. Automatic Error Type Annotation for ArabicRiadh Belkebir, Nizar Habash2021 · 41 citations
  59. Robust Non-Explicit Neural Discourse Parser in English and ChineseAttapol Rutherford, Nianwen Xue2016 · 41 citations
  60. NOPE: A Corpus of Naturally-Occurring Presuppositions in EnglishAlicia Parrish, Sebastian Schuster, Alex Warstadt, et al.2021 · 40 citations
  61. Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word EmbeddingsTodor Mihaylov, Anette Frank2016 · 40 citations
  62. Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary InformationGo Inoue, Hiroyuki Shindo, Yuji Matsumoto2017 · 39 citations
  63. 'IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks'Anders Björkelund, Agnieszka Falenska, Xiang Yu, et al.2017 · 39 citations
  64. OpenStance: Real-world Zero-shot Stance DetectionHanzi Xu, Slobodan Vucetic, Wenpeng Yin2022 · 32 citations
  65. Classifying Syntactic Errors in Learner LanguageLeshem Choshen, Dmitry Nikolaev, Yevgeni Berzak, et al.2020 · 30 citations
  66. The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency ParsersMurhaf Fares, Stephan Oepen, Lilja Øvrelid, et al.2018 · 27 citations
  67. Dynamic Knowledge-Base Alignment for Coreference ResolutionJiaping Zheng, Luke Vilnis, Sameer Singh, et al.2013 · 27 citations
  68. Unrestricted Coreference Resolution via Global Hypergraph PartitioningJie Cai, Éva Mújdricza-Maydt, Michael Strube2011 · 27 citations
  69. OPT: Oslo–Potsdam–Teesside. Pipelining Rules, Rankers, and Classifier Ensembles for Shallow Discourse ParsingStephan Oepen, Jonathon Read, Tatjana Scheffler, et al.2016 · 26 citations
  70. The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific ModelsEvgeny Stepanov, Giuseppe Riccardi, Ali Orkan Bayer2015 · 25 citations
  71. RelaxCor Participation in CoNLL Shared Task on Coreference ResolutionEmili Sapena, Lluís Padró, Jordi Turmo2011 · 25 citations
  72. New Features for FrameNet - WordNet MappingSara Tonelli, Daniele Pighin2009 · 24 citations
  73. A Constituent Syntactic Parse Tree Based Discourse ParserZhongyi Li, Hai Zhao, Chenxi Pang, et al.2016 · 23 citations
  74. On the Frailty of Universal POS Tags for Neural UD ParsersMark Anderson, Carlos Gómez-Rodríguez2020 · 20 citations
  75. Coreference in Wikipedia: Main Concept ResolutionAbbas Ghaddar, Phillippe Langlais2016 · 20 citations
  76. The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense ClassificationLongyue Wang, Chris Hokamp, Tsuyoshi Okita, et al.2015 · 18 citations
  77. Multi-metric optimization for coreference: The UniTN / IITP / Essex submission to the 2011 CONLL Shared TaskOlga Uryupina, Sriparna Saha, Asif Ekbal, et al.2011 · 18 citations
  78. Narrative Schema as World Knowledge for Coreference ResolutionJoseph Irwin, Mamoru Komachi, Yuji Matsumoto2011 · 17 citations
  79. Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution JointlyShisong Chen, Binbin Gu, Jianfeng Qu, et al.2021 · 15 citations
  80. Shallow Discourse Parsing Using Constituent Parsing TreeChangge Chen, Peilu Wang, Hai Zhao2015 · 15 citations
  81. A non-projective greedy dependency parser with bidirectional LSTMsDavid Vilares, Carlos Gómez-Rodríguez2017 · 12 citations
  82. Learned Construction Grammars Converge Across Registers Given Increased ExposureJonathan Dunn, Harish Tayyar Madabushi2021 · 11 citations
  83. DRS at MRP 2020: Dressing up Discourse Representation Structures as GraphsLasha Abzianidze, Johan Bos, Stephan Oepen2020 · 11 citations
  84. Adapting Event Embedding for Implicit Discourse Relation RecognitionMaria Leonor Pacheco, I-Ta Lee, Xiao Zhang, et al.2016 · 11 citations
  85. UniTN End-to-End Discourse Parser for CoNLL 2016 Shared TaskEvgeny Stepanov, Giuseppe Riccardi2016 · 11 citations
  86. Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural NetworksGor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian2018 · 10 citations
  87. LIMSI@CoNLL'17: UD Shared TaskLauriane Aufrant, Guillaume Wisniewski, François Yvon2017 · 10 citations
  88. Poly-co: a multilayer perceptron approach for coreference detectionEric Charton, Michel Gagnon2011 · 10 citations
  89. BabyLM Challenge: Curriculum learning based on sentence complexity approximating language acquisitionMiyu Oba, Akari Haga, Akiyo Fukatsu, et al.2023 · 9 citations
  90. Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared TaskAmit Seker, Amir More, Reut Tsarfaty2018 · 9 citations
  91. Towards more Human-like Language Models based on Contextualizer Pretraining StrategyChenghao Xiao, G Thomas Hudson, Noura Al Moubayed2023 · 7 citations
  92. IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language ModelingZébulon Goriely, Paula Buttery2025 · 6 citations
  93. Acquiring Linguistic Knowledge from Multimodal InputTheodor Amariucai, Alexander Scott Warstadt2023 · 6 citations
  94. 'The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithms'Kuan Yu, Pavel Sofroniev, Erik Schill, et al.2017 · 6 citations
  95. Modelling the Usage of Discourse Connectives as Rational Speech ActsFrances Yung, Kevin Duh, Taku Komura, et al.2016 · 5 citations
  96. The Effect of Automatic Tokenization, Vocalization, Stemming, and POS Tagging on Arabic Dependency ParsingEmad Mohamed2011 · 5 citations
  97. Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid NetworkYang Fang, Cheng Xu, Shuhao Guan, et al.2024 · 4 citations
  98. Using Curriculum Masking Based on Child Language Development to Train a Large Language Model with Limited Training DataEvan Lucas, Dylan Gaines, Tagore Rao Kosireddy, et al.2024 · 2 citations
  99. Finding The Right One and Resolving itPayal Khullar, Arghya Bhattacharya, Manish Shrivastava2020 · 2 citations
  100. Initial Explorations of CCG Supertagging for Universal Dependency ParsingBurak Kerim Akkus, Heval Azizoglu, Ruket Cakici2017 · 2 citations

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