---
title: "EMNLP 2003 — accepted papers — Elamur Research"
description: "EMNLP 2003 — accepted papers: 10 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2003/"
---
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# EMNLP 2003 — accepted papers

EMNLP 2003 is the 2003 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (publisher: Association for Computational Linguistics). OpenAlex lists 28 papers of it; our library holds 10 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**28** papers in the proceedings](#all) · [**10** works in our library](https://md.research.elamur.ai/free/en/venues/emnlp/2003/#works) · [**3,406** citations of these works](https://md.research.elamur.ai/free/en/venues/emnlp/2003/#works)

## All accepted papers (28)

The most cited first; 10 with our summary link to their page here, the others to the original.

1. **[A Fast Algorithm for Feature Selection in Conditional Maximum Entropy Modeling ↗](https://aclanthology.org/W03-1020/)**Yaqian Zhou, Fuliang Weng, Lide Wu et al.
2. **[A General Framework for Distributional Similarity](https://md.research.elamur.ai/free/en/papers/weeds-2003-general-framework-distributional-similarity/)**Julie Weeds, David Weir*our summary*
3. **[A Maximum Entropy Chinese Character-Based Parser ↗](https://aclanthology.org/W03-1025/)**Xiaoqiang Luo
4. **[A Plethora of Methods for Learning English Countability ↗](https://aclanthology.org/W03-1010/)**Timothy Baldwin, Francis Bond
5. **[A Projection Extension Algorithm for Statistical Machine Translation ↗](https://aclanthology.org/W03-1001/)**Christoph Tillmann
6. **[Antecedent Recovery: Experiments with a Trace Tagger ↗](https://aclanthology.org/W03-1005/)**Péter Dienes, Amit Dubey
7. **[Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms](https://md.research.elamur.ai/free/en/papers/ng-2003-bootstrapping-coreference-classifiers-multiple-machine/)**Vincent Ng, Claire Cardie*our summary*
8. **[Cross-Lingual Lexical Triggers in Statistical Language Modeling ↗](https://aclanthology.org/W03-1003/)**Woosung Kim, Sanjeev Khudanpur
9. **[Evaluation and Extension of Maximum Entropy Models with Inequality Constraints ↗](https://aclanthology.org/W03-1018/)**Jun'ichi Kazama, Jun'ichi Tsujii
10. **[HowtogetaChineseName(Entity): Segmentation and Combination Issues ↗](https://aclanthology.org/W03-1026/)**Hongyan Jing, Radu Florian, Xiaoqiang Luo et al.
11. **[Identifying Semantic Roles Using Combinatory Categorial Grammar ↗](https://aclanthology.org/W03-1008/)**Daniel Gildea, Julia Hockenmaier
12. **[Improved Automatic Keyword Extraction Given More Linguistic Knowledge](https://md.research.elamur.ai/free/en/papers/hulth-2003-improved-automatic-keyword-extraction-given/)**Anette Hulth*our summary*
13. **[Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences ↗](https://aclanthology.org/W03-1019/)**Yasemin Altun, Mark Johnson, Thomas Hofmann
14. **[Japanese Zero Pronoun Resolution based on Ranking Rules and Machine Learning](https://md.research.elamur.ai/free/en/papers/isozaki-2003-japanese-zero-pronoun-resolution-based/)**Hideki Isozaki, Tsutomu Hirao*our summary*
15. **[Learning Extraction Patterns for Subjective Expressions](https://md.research.elamur.ai/free/en/papers/riloff-2003-learning-extraction-patterns-subjective-expressions/)**Ellen Riloff, Janyce Wiebe*our summary*
16. **[Log-Linear Models for Wide-Coverage CCG Parsing ↗](https://aclanthology.org/W03-1013/)**Stephen Clark, James Curran
17. **[Maximum Entropy Models for FrameNet Classification](https://md.research.elamur.ai/free/en/papers/fleischman-2003-maximum-entropy-models-framenet-classification/)**Michael Fleischman, Namhee Kwon, Eduard Hovy*our summary*
18. **[Sentence Alignment for Monolingual Comparable Corpora](https://md.research.elamur.ai/free/en/papers/barzilay-2003-sentence-alignment-monolingual-comparable-corpora/)**Regina Barzilay, Noemie Elhadad*our summary*
19. **[Statistical Acquisition of Content Selection Rules for Natural Language Generation ↗](https://aclanthology.org/W03-1016/)**Pablo Ariel Duboue, Kathleen R. McKeown
20. **[Statistical Machine Translation Using Coercive Two-Level Syntactic Transduction ↗](https://aclanthology.org/W03-1002/)**Charles Schafer, David Yarowsky
21. **[Supersense Tagging of Unknown Nouns in WordNet](https://md.research.elamur.ai/free/en/papers/ciaramita-2003-supersense-tagging-unknown-nouns-wordnet/)**Massimiliano Ciaramita, Mark Johnson*our summary*
22. **[Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentences](https://md.research.elamur.ai/free/en/papers/yu-2003-answering-opinion-questions-separating-facts/)**Hong Yu, Vasileios Hatzivassiloglou*our summary*
23. **[Training Connectionist Models for the Structured Language Model ↗](https://aclanthology.org/W03-1021/)**Peng Xu, Ahmad Emami, Frederick Jelinek
24. **[Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments ↗](https://aclanthology.org/W03-1006/)**John Chen, Owen Rambow
25. **[Using LTAG Based Features in Parse Reranking ↗](https://aclanthology.org/W03-1012/)**Libin Shen, Anoop Sarkar, Aravind Joshi

[See all 28 papers in EMNLP 2003 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2003/papers/)

## Papers with our summary in our library (10)

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

1. **[Learning Extraction Patterns for Subjective Expressions](https://md.research.elamur.ai/free/en/papers/riloff-2003-learning-extraction-patterns-subjective-expressions/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ellen Riloff, Janyce Wiebe*2003 · 1,219 citations*
2. **[Improved Automatic Keyword Extraction Given More Linguistic Knowledge](https://md.research.elamur.ai/free/en/papers/hulth-2003-improved-automatic-keyword-extraction-given/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Anette Hulth*2003 · 1,098 citations*
3. **[Sentence Alignment for Monolingual Comparable Corpora](https://md.research.elamur.ai/free/en/papers/barzilay-2003-sentence-alignment-monolingual-comparable-corpora/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Regina Barzilay, Noemie Elhadad*2003 · 280 citations*
4. **[A General Framework for Distributional Similarity](https://md.research.elamur.ai/free/en/papers/weeds-2003-general-framework-distributional-similarity/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Julie Weeds, David Weir*2003 · 198 citations*
5. [**Supersense Tagging of Unknown Nouns in WordNet**Massimiliano Ciaramita, Mark Johnson*2003 · 176 citations*](https://md.research.elamur.ai/free/en/papers/ciaramita-2003-supersense-tagging-unknown-nouns-wordnet/)
6. **[Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentences](https://md.research.elamur.ai/free/en/papers/yu-2003-answering-opinion-questions-separating-facts/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hong Yu, Vasileios Hatzivassiloglou*2003 · 174 citations*
7. **[Maximum Entropy Models for FrameNet Classification](https://md.research.elamur.ai/free/en/papers/fleischman-2003-maximum-entropy-models-framenet-classification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Michael Fleischman, Namhee Kwon, Eduard Hovy*2003 · 87 citations*
8. **[Using the Web in Machine Learning for Other-Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/modjeska-2003-web-machine-learning-other-anaphora/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Natalia N. Modjeska, Katja Markert, Malvina Nissim*2003 · 70 citations*
9. **[Japanese Zero Pronoun Resolution based on Ranking Rules and Machine Learning](https://md.research.elamur.ai/free/en/papers/isozaki-2003-japanese-zero-pronoun-resolution-based/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hideki Isozaki, Tsutomu Hirao*2003 · 57 citations*
10. **[Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms](https://md.research.elamur.ai/free/en/papers/ng-2003-bootstrapping-coreference-classifiers-multiple-machine/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Vincent Ng, Claire Cardie*2003 · 47 citations*

## Top topics

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

[Coreference resolution (3)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (10)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (10)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

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

[🧑‍🔬**Ellen Riloff**1 work here · 1,219 citations](https://md.research.elamur.ai/free/en/authors/ellen-riloff/) · [🧑‍🔬**Janyce Wiebe**1 work here · 1,219 citations](https://md.research.elamur.ai/free/en/authors/janyce-wiebe/) · [🧑‍🔬**Noemie Elhadad**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/noemie-elhadad/) · [🧑‍🔬**Regina Barzilay**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/regina-barzilay/) · [🧑‍🔬**David Weir**1 work here · 198 citations](https://md.research.elamur.ai/free/en/authors/david-weir/) · [🧑‍🔬**Julie Weeds**1 work here · 198 citations](https://md.research.elamur.ai/free/en/authors/julie-weeds/) · [🧑‍🔬**Mark Johnson**1 work here · 176 citations](https://md.research.elamur.ai/free/en/authors/mark-johnson/) · [🧑‍🔬**Massimiliano Ciaramita**1 work here · 176 citations](https://md.research.elamur.ai/free/en/authors/massimiliano-ciaramita/) · [🧑‍🔬**Hong Yu**1 work here · 174 citations](https://md.research.elamur.ai/free/en/authors/hong-yu/) · [🧑‍🔬**Vasileios Hatzivassiloglou**1 work here · 174 citations](https://md.research.elamur.ai/free/en/authors/vasileios-hatzivassiloglou/) · [🧑‍🔬**Eduard Hovy**1 work here · 87 citations](https://md.research.elamur.ai/free/en/authors/eduard-hovy/) · [🧑‍🔬**Katja Markert**1 work here · 70 citations](https://md.research.elamur.ai/free/en/authors/katja-markert/)

## Top institutions

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

[🎓**Cornell University** Ithaca · United States 2 works here](https://md.research.elamur.ai/free/en/universities/cornell-university/) · [🎓**University of Southern California** Los Angeles · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**University of Leeds** Leeds · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-leeds/) · [🎓**Stockholm University** Stockholm · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/stockholm-university/) · [🎓**University of Sussex** Brighton · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sussex/) · [🎓**University of Pittsburgh** Pittsburgh · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) · [🎓**University of Toronto** Toronto · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) · [🎓**University of Utah** Salt Lake City · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-utah/) · [🏢**NTT** Tokyo · Japan 1 work here](https://md.research.elamur.ai/free/en/companies/ntt/) · [🎓**Brown University** Providence · United States 1 work here](https://md.research.elamur.ai/free/en/universities/brown-university/) · [🎓**Columbia University** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/)

works and citations from OpenAlex and our library.

- [← previous EMNLP 2002](https://md.research.elamur.ai/free/en/venues/emnlp/2002/)
- [next → EMNLP 2004](https://md.research.elamur.ai/free/en/venues/emnlp/2004/)
- [↑ back to EMNLP](https://md.research.elamur.ai/free/en/venues/emnlp/)