📰 CoNLL 2003 — accepted papers

CoNLL 2003 is the 2003 edition of the Conference on Computational Natural Language Learning (CoNLL) (publisher: Association for Computational Linguistics). OpenAlex lists 35 papers of it; our library holds 4 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

All accepted papers (35)

The most cited first; 4 with our summary link to their page here, the others to the original.

1. A Robust Risk Minimization based Named Entity Recognition System ↗Tong Zhang, David Johnson
2. A Simple Named Entity Extractor using AdaBoost ↗Xavier Carreras, Lluís Màrquez, Lluís Padró
3. A Stacked, Voted, Stacked Model for Named Entity Recognition ↗Dekai Wu, Grace Ngai, Marine Carpuat
4. A model of syntactic disambiguation based on lexicalized grammars ↗Yusuke Miyao, Jun'ichi Tsujii
5. Active learning for HPSG parse selection ↗Jason Baldridge, Miles Osborne
6. An SVM-based voting algorithm with application to parse reranking ↗Libin Shen, Aravind K. Joshi
7. An efficient clustering algorithm for class-based language models ↗Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii
8. Bootstrapping POS-taggers using unlabelled data ↗Stephen Clark, James Curran, Miles Osborne
9. Confidence estimation for translation prediction ↗Simona Gandrabur, George Foster
10. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Liour summary
11. Exceptionality and Natural Language Learning ↗Mihai Rotaru, Diane J. Litman
12. Identifying Events using Similarity and Context ↗Dominic R. Jones, Cynthia A. Thompson
13. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity RecognitionErik F. Tjong Kim Sang, Fien De Meulderour summary
14. Language Independent NER using a Maximum Entropy Tagger ↗James Curran, Stephen Clark
15. Learning a Perceptron-Based Named Entity Chunker via Online Recognition Feedback ↗Xavier Carreras, Lluís Màrquez, Lluís Padró
16. Learning subjective nouns using extraction pattern bootstrappingEllen Riloff, Janyce Wiebe, Theresa Wilsonour summary
17. Maximum Entropy Models for Named Entity Recognition ↗Oliver Bender, Franz Josef Och, Hermann Ney
18. Memory-Based Named Entity Recognition using Unannotated Data ↗Fien De Meulder, Walter Daelemans
19. Memory-based one-step named-entity recognition: Effects of seed list features, classifier stacking, and unannotated data ↗Iris Hendrickx, Antal van den Bosch
20. Meta-Learning Orthographic and Contextual Models for Language Independent Named Entity Recognition ↗Robert Munro, Daren Ler, Jon Patrick
21. Named Entity Recognition Using a Character-based Probabilistic Approach ↗Casey Whitelaw, Jon Patrick
22. Named Entity Recognition through Classifier CombinationRadu Florian, Abe Ittycheriah, Hongyan Jing et al.our summary
23. Named Entity Recognition using Hundreds of Thousands of Features ↗James Mayfield, Paul McNamee, Christine Piatko
24. Named Entity Recognition with Character-Level Models ↗Dan Klein, Joseph Smarr, Huy Nguyen et al.
25. Named Entity Recognition with Long Short-Term Memory ↗James Hammerton

See all 35 papers in CoNLL 2003 — accepted papers →

📄 Papers with our summary in our library (4)

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

1. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity RecognitionConference on Computational Natural Language Learning (CoNLL)Erik F. Tjong Kim Sang, Fien De Meulder2003 · 1,530 citations
2. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsConference on Computational Natural Language Learning (CoNLL)Andrew McCallum, Wei Li2003 · 1,336 citations
3. Learning subjective nouns using extraction pattern bootstrappingConference on Computational Natural Language Learning (CoNLL)Ellen Riloff, Janyce Wiebe, Theresa Wilson2003 · 580 citations
4. Named Entity Recognition through Classifier CombinationConference on Computational Natural Language Learning (CoNLL)Radu Florian, Abe Ittycheriah, Hongyan Jing, et al.2003 · 486 citations

🧭 Top topics

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

🏷️Named entity recognition (3)

📚 Fields

🎭Arts and Humanities (4)🖥️Computer Science (3)

🧑‍🔬 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.

🏢IBMArmonk · United States1 work here🎓University of AntwerpAntwerp · Belgium1 work here🎓University of PittsburghPittsburgh · United States1 work here🎓University of UtahSalt Lake City · United States1 work here🎓University of Massachusetts AmherstAmherst Center · United States1 work here🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States1 work here

works and citations from OpenAlex and our library.

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