---
title: "CoNLL 2003 — accepted papers — Elamur Research"
description: "CoNLL 2003 — accepted papers: 4 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/conll/2003/"
---
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# 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.

[**35** papers in the proceedings](#all) · [**4** works in our library](https://md.research.elamur.ai/free/en/venues/conll/2003/#works) · [**3,932** citations of these works](https://md.research.elamur.ai/free/en/venues/conll/2003/#works)

## 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 ↗](https://aclanthology.org/W03-0434/)**Tong Zhang, David Johnson
2. **[A Simple Named Entity Extractor using AdaBoost ↗](https://aclanthology.org/W03-0421/)**Xavier Carreras, Lluís Màrquez, Lluís Padró
3. **[A Stacked, Voted, Stacked Model for Named Entity Recognition ↗](https://aclanthology.org/W03-0433/)**Dekai Wu, Grace Ngai, Marine Carpuat
4. **[A model of syntactic disambiguation based on lexicalized grammars ↗](https://aclanthology.org/W03-0401/)**Yusuke Miyao, Jun'ichi Tsujii
5. **[Active learning for HPSG parse selection ↗](https://aclanthology.org/W03-0403/)**Jason Baldridge, Miles Osborne
6. **[An SVM-based voting algorithm with application to parse reranking ↗](https://aclanthology.org/W03-0402/)**Libin Shen, Aravind K. Joshi
7. **[An efficient clustering algorithm for class-based language models ↗](https://aclanthology.org/W03-0416/)**Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii
8. **[Bootstrapping POS-taggers using unlabelled data ↗](https://aclanthology.org/W03-0407/)**Stephen Clark, James Curran, Miles Osborne
9. **[Confidence estimation for translation prediction ↗](https://aclanthology.org/W03-0413/)**Simona Gandrabur, George Foster
10. **[Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons](https://md.research.elamur.ai/free/en/papers/mccallum-2003-early-results-named-entity-recognition/)**Andrew McCallum, Wei Li*our summary*
11. **[Exceptionality and Natural Language Learning ↗](https://aclanthology.org/W03-0409/)**Mihai Rotaru, Diane J. Litman
12. **[Identifying Events using Similarity and Context ↗](https://aclanthology.org/W03-0418/)**Dominic R. Jones, Cynthia A. Thompson
13. **[Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/sang-2003-introduction-conll-2003-shared-task/)**Erik F. Tjong Kim Sang, Fien De Meulder*our summary*
14. **[Language Independent NER using a Maximum Entropy Tagger ↗](https://aclanthology.org/W03-0424/)**James Curran, Stephen Clark
15. **[Learning a Perceptron-Based Named Entity Chunker via Online Recognition Feedback ↗](https://aclanthology.org/W03-0422/)**Xavier Carreras, Lluís Màrquez, Lluís Padró
16. **[Learning subjective nouns using extraction pattern bootstrapping](https://md.research.elamur.ai/free/en/papers/riloff-2003-learning-subjective-nouns-extraction-pattern/)**Ellen Riloff, Janyce Wiebe, Theresa Wilson*our summary*
17. **[Maximum Entropy Models for Named Entity Recognition ↗](https://aclanthology.org/W03-0420/)**Oliver Bender, Franz Josef Och, Hermann Ney
18. **[Memory-Based Named Entity Recognition using Unannotated Data ↗](https://aclanthology.org/W03-0435/)**Fien De Meulder, Walter Daelemans
19. **[Memory-based one-step named-entity recognition: Effects of seed list features, classifier stacking, and unannotated data ↗](https://aclanthology.org/W03-0427/)**Iris Hendrickx, Antal van den Bosch
20. **[Meta-Learning Orthographic and Contextual Models for Language Independent Named Entity Recognition ↗](https://aclanthology.org/W03-0431/)**Robert Munro, Daren Ler, Jon Patrick
21. **[Named Entity Recognition Using a Character-based Probabilistic Approach ↗](https://aclanthology.org/W03-0432/)**Casey Whitelaw, Jon Patrick
22. **[Named Entity Recognition through Classifier Combination](https://md.research.elamur.ai/free/en/papers/florian-2003-named-entity-recognition-through-classifier/)**Radu Florian, Abe Ittycheriah, Hongyan Jing et al.*our summary*
23. **[Named Entity Recognition using Hundreds of Thousands of Features ↗](https://aclanthology.org/W03-0429/)**James Mayfield, Paul McNamee, Christine Piatko
24. **[Named Entity Recognition with Character-Level Models ↗](https://aclanthology.org/W03-0428/)**Dan Klein, Joseph Smarr, Huy Nguyen et al.
25. **[Named Entity Recognition with Long Short-Term Memory ↗](https://aclanthology.org/W03-0426/)**James Hammerton

[See all 35 papers in CoNLL 2003 — accepted papers →](https://md.research.elamur.ai/free/en/venues/conll/2003/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 Recognition](https://md.research.elamur.ai/free/en/papers/sang-2003-introduction-conll-2003-shared-task/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Erik F. Tjong Kim Sang, Fien De Meulder*2003 · 1,530 citations*
2. **[Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons](https://md.research.elamur.ai/free/en/papers/mccallum-2003-early-results-named-entity-recognition/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Andrew McCallum, Wei Li*2003 · 1,336 citations*
3. **[Learning subjective nouns using extraction pattern bootstrapping](https://md.research.elamur.ai/free/en/papers/riloff-2003-learning-subjective-nouns-extraction-pattern/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Ellen Riloff, Janyce Wiebe, Theresa Wilson*2003 · 580 citations*
4. **[Named Entity Recognition through Classifier Combination](https://md.research.elamur.ai/free/en/papers/florian-2003-named-entity-recognition-through-classifier/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/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)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/)

## Fields

[Arts and Humanities (4)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (3)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Erik Tjong Kim Sang**1 work here · 1,530 citations](https://md.research.elamur.ai/free/en/authors/erik-tjong-kim-sang/) · [🧑‍🔬**Andrew McCallum**1 work here · 1,336 citations](https://md.research.elamur.ai/free/en/authors/andrew-mccallum/) · [🧑‍🔬**Wei Li**1 work here · 1,336 citations](https://md.research.elamur.ai/free/en/authors/wei-li/) · [🧑‍🔬**Ellen Riloff**1 work here · 580 citations](https://md.research.elamur.ai/free/en/authors/ellen-riloff/) · [🧑‍🔬**Janyce Wiebe**1 work here · 580 citations](https://md.research.elamur.ai/free/en/authors/janyce-wiebe/) · [🧑‍🔬**Theresa Wilson**1 work here · 580 citations](https://md.research.elamur.ai/free/en/authors/theresa-wilson/) · [🧑‍🔬**Abe Ittycheriah**1 work here · 486 citations](https://md.research.elamur.ai/free/en/authors/abe-ittycheriah/) · [🧑‍🔬**Hongyan Jing**1 work here · 486 citations](https://md.research.elamur.ai/free/en/authors/hongyan-jing/) · [🧑‍🔬**Radu Florian**1 work here · 486 citations](https://md.research.elamur.ai/free/en/authors/radu-florian/) · [🧑‍🔬**Tong Zhang**1 work here · 486 citations](https://md.research.elamur.ai/free/en/authors/tong-zhang/)

## Top institutions

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

[🏢**IBM** Armonk · United States 1 work here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**University of Antwerp** Antwerp · Belgium 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-antwerp/) · [🎓**University of Pittsburgh** Pittsburgh · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) · [🎓**University of Utah** Salt Lake City · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-utah/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🔬**IBM Research - Thomas J. Watson Research Center** Yorktown Heights · United States 1 work here](https://md.research.elamur.ai/free/en/labs/ibm-research-thomas-j-watson-research-center/)

works and citations from OpenAlex and our library.

- [← previous CoNLL 2002](https://md.research.elamur.ai/free/en/venues/conll/2002/)
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- [↑ back to CoNLL](https://md.research.elamur.ai/free/en/venues/conll/)