📰 Conference on Computational Natural Language Learning (CoNLL)

📅 Works by year

🧭 Top topics

Topics of its works in our library, with the number of works on each.

 English (27)🧵 Discourse analysis (16)🔗 Coreference resolution (15)🌐 Universal Dependencies (13)🧠 Language models & pretraining (12)🌳 Dependency parsing (11)🌍 Multilingual & cross-lingual NLP (10)🏷️ Named entity recognition (8)📏 Evaluation & benchmarks (7)😊 Sentiment & emotion (6)🧩 Morphology (6)📐 Syntax & grammar formalisms (6)🧒 Psycholinguistics & language acquisition (6)🎭 Semantic role labeling (5)🔤 Part-of-speech tagging (5)

📚 Fields

🎭 Arts and Humanities (120)🖥️ Computer Science (111)💭 Psychology (8)🧠 Neuroscience (3)🤝 Social Sciences (3)🎯 Decision Sciences (1)🩺 Medicine (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Stanford UniversityStanford · United States6 works here🏢GoogleMountain View · United States5 works here🎓Charles UniversityPrague · Czechia5 works here🎓Brandeis UniversityWaltham · United States5 works here🎓University of Illinois Urbana-ChampaignUrbana · United States4 works here🎓University of TrentoTrento · Italy4 works here🎓University of Massachusetts AmherstAmherst Center · United States4 works here🎓Nara Institute of Science and TechnologyIkoma · Japan4 works here🎓The University of Texas at AustinAustin · United States4 works here🎓University of EdinburghEdinburgh · United Kingdom4 works here🎓Uppsala UniversityUppsala · Sweden3 works here🎓Bar-Ilan UniversityRamat Gan · Israel3 works here

📄 Works in our library (123)

The most cited first (OpenAlex citations plus our library's).

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

See all 123 works →

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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