---
title: "CoNLL 2002 — all accepted papers with summaries and citations"
description: "All 35 papers of CoNLL 2002, the most cited first; those with our summary link to it. Among them: A Comparison of Algorithms for Maximum…"
canonical: "https://research.elamur.ai/free/en/venues/conll/2002/papers/"
---
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# CoNLL 2002: all accepted papers

35 papers · the most cited first · [← CoNLL 2002](https://md.research.elamur.ai/free/en/venues/conll/2002/)

1. **[A Comparison of Algorithms for Maximum Entropy Parameter Estimation](https://md.research.elamur.ai/free/en/papers/malouf-2002-comparison-algorithms-maximum-entropy-parameter/)**Robert Malouf*our summary*
2. **[A Very Very Large Corpus Doesn't Always Yield Reliable Estimates ↗](https://aclanthology.org/W02-2008/)**James R. Curran, Miles Osborne
3. **[Backward Machine Transliteration by Learning Phonetic Similarity ↗](https://aclanthology.org/W02-2017/)**Wei-Hao Lin, Hsin-Hsi Chen
4. **[Boosting for Named Entity Recognition ↗](https://aclanthology.org/W02-2035/)**Dekai Wu, Grace Ngai, Marine Carpuat et al.
5. **[Bootstrapping a Multilingual Part-of-speech Tagger in One Person-day ↗](https://aclanthology.org/W02-2006/)**Silviu Cucerzan, David Yarowsky
6. **[Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition ↗](https://aclanthology.org/W02-2011/)**Cyril Goutte, Hervé Déjean, Eric Gaussier et al.
7. **[Cross-dataset Clustering: Revealing Corresponding Themes across Multiple Corpora ↗](https://aclanthology.org/W02-2009/)**Ido Dagan, Zvika Marx, Eli Shamir
8. **[Distinguishing Easy and Hard Instances ↗](https://aclanthology.org/W02-2015/)**Yuval Krymolowski
9. **[Entity Extraction without Language-Specific Resources ↗](https://aclanthology.org/W02-2020/)**Paul McNamee, James Mayfield
10. **[Extracting the Unextractable: A Case Study on Verb-particles ↗](https://aclanthology.org/W02-2001/)**Timothy Baldwin, Aline Villavicencio
11. **[Feature Selection for a Rich HPSG Grammar Using Decision Trees ↗](https://aclanthology.org/W02-2030/)**Kristina Toutanova, Christopher D. Manning
12. **[Features for Unsupervised Document Classification ↗](https://aclanthology.org/W02-2027/)**S. H. Srinivasan
13. **[GraSp: Grammar Learning from Unlabelled Speech Corpora ↗](https://aclanthology.org/W02-2012/)**Peter Juel Henrichsen
14. **[Inducing Translation Lexicons via Diverse Similarity Measures and Bridge Languages ↗](https://aclanthology.org/W02-2026/)**Charles Schafer, David Yarowsky
15. **[Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/sang-2002-introduction-conll-2002-shared-task/)**Erik F. Tjong Kim Sang*our summary*
16. **[Japanese Dependency Analysis using Cascaded Chunking ↗](https://aclanthology.org/W02-2016/)**Taku Kudo, Yuji Matsumoto
17. **[Language Independent NER using a Unified Model of Internal and Contextual Evidence ↗](https://aclanthology.org/W02-2007/)**Silviu Cucerzan, David Yarowsky
18. **[Language Independent Named Entity Classification by modified Transformation-based Learning and by Decision Tree Induction ↗](https://aclanthology.org/W02-2002/)**William J. Black, Argyrios Vasilakopoulos
19. **[Learning Attribute Values in Typed-unification Grammars: On Generalised Rule Reduction ↗](https://aclanthology.org/W02-2005/)**Liviu Ciortuz
20. **[Learning to Disambiguate Potentially Subjective Expressions ↗](https://aclanthology.org/W02-2034/)**Janyce Wiebe, Theresa Wilson
21. **[Learning to Distinguish PP Arguments from Adjuncts ↗](https://aclanthology.org/W02-2033/)**Aline Villavicencio
22. **[Learning with Multiple Stacking for Named Entity Recognition ↗](https://aclanthology.org/W02-2031/)**Koji Tsukamoto, Yutaka Mitsuishi, Manabu Sassano
23. **[Letter Level Learning for Language Independent Diacritics Restoration ↗](https://aclanthology.org/W02-2021/)**Rada Mihalcea, Vivi Nastase
24. **[Markov Models for Language-independent Named Entity Recognition ↗](https://aclanthology.org/W02-2019/)**Robert Malouf
25. **[Memory-Based Named Entity Recognition ↗](https://aclanthology.org/W02-2025/)**Erik F. Tjong Kim Sang
26. **[Named Entity Extraction using AdaBoost ↗](https://aclanthology.org/W02-2004/)**Xavier Carreras, Lluís Màrquez, Lluís Padró
27. **[Named Entity Extraction with Conditional Markov Models and Classifiers ↗](https://aclanthology.org/W02-2013/)**Martin Jansche
28. **[Named Entity Learning and Verification: Expectation Maximization in Large Corpora ↗](https://aclanthology.org/W02-2023/)**Uwe Quasthoff, Christian Biemann, Christian Wolff
29. **[Named Entity Recognition as a House of Cards: Classifier Stacking ↗](https://aclanthology.org/W02-2010/)**Radu Florian
30. **[On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems ↗](https://aclanthology.org/W02-2014/)**Anna Korhonen, Yuval Krymolowski
31. **[SLINERC: The Sydney Language-Independent Named Entity Recogniser and Classifier ↗](https://aclanthology.org/W02-2022/)**Jon Patrick, Casey Whitelaw, Robert Munro
32. **[Statistical Named Entity Recognizer Adaptation ↗](https://aclanthology.org/W02-2003/)**John D. Burger, John C. Henderson, William T. Morgan
33. **[Topological Field Chunking for German ↗](https://aclanthology.org/W02-2032/)**Jorn Veenstra, Frank Henrik Müller, Tylman Ule
34. **[Two-dimensional Clustering for Text Categorization ↗](https://aclanthology.org/W02-2028/)**Hiroya Takamura, Yuji Matsumoto
35. **[Use of Support Vector Machines in Extended Named Entity Recognition ↗](https://aclanthology.org/W02-2029/)**Koichi Takeuchi, Nigel Collier
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