📰 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.

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 ↗Yaqian Zhou, Fuliang Weng, Lide Wu et al.
2. A General Framework for Distributional SimilarityJulie Weeds, David Weirour summary
3. A Maximum Entropy Chinese Character-Based Parser ↗Xiaoqiang Luo
4. A Plethora of Methods for Learning English Countability ↗Timothy Baldwin, Francis Bond
5. A Projection Extension Algorithm for Statistical Machine Translation ↗Christoph Tillmann
6. Antecedent Recovery: Experiments with a Trace Tagger ↗Péter Dienes, Amit Dubey
7. Bootstrapping Coreference Classifiers with Multiple Machine Learning AlgorithmsVincent Ng, Claire Cardieour summary
8. Cross-Lingual Lexical Triggers in Statistical Language Modeling ↗Woosung Kim, Sanjeev Khudanpur
9. Evaluation and Extension of Maximum Entropy Models with Inequality Constraints ↗Jun'ichi Kazama, Jun'ichi Tsujii
10. HowtogetaChineseName(Entity): Segmentation and Combination Issues ↗Hongyan Jing, Radu Florian, Xiaoqiang Luo et al.
11. Identifying Semantic Roles Using Combinatory Categorial Grammar ↗Daniel Gildea, Julia Hockenmaier
12. Improved Automatic Keyword Extraction Given More Linguistic KnowledgeAnette Hulthour summary
13. Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences ↗Yasemin Altun, Mark Johnson, Thomas Hofmann
14. Japanese Zero Pronoun Resolution based on Ranking Rules and Machine LearningHideki Isozaki, Tsutomu Hiraoour summary
15. Learning Extraction Patterns for Subjective ExpressionsEllen Riloff, Janyce Wiebeour summary
16. Log-Linear Models for Wide-Coverage CCG Parsing ↗Stephen Clark, James Curran
17. Maximum Entropy Models for FrameNet ClassificationMichael Fleischman, Namhee Kwon, Eduard Hovyour summary
18. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadadour summary
19. Statistical Acquisition of Content Selection Rules for Natural Language Generation ↗Pablo Ariel Duboue, Kathleen R. McKeown
20. Statistical Machine Translation Using Coercive Two-Level Syntactic Transduction ↗Charles Schafer, David Yarowsky
21. Supersense Tagging of Unknown Nouns in WordNetMassimiliano Ciaramita, Mark Johnsonour summary
22. Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion SentencesHong Yu, Vasileios Hatzivassiloglouour summary
23. Training Connectionist Models for the Structured Language Model ↗Peng Xu, Ahmad Emami, Frederick Jelinek
24. Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments ↗John Chen, Owen Rambow
25. Using LTAG Based Features in Parse Reranking ↗Libin Shen, Anoop Sarkar, Aravind Joshi

See all 28 papers in EMNLP 2003 — accepted 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 ExpressionsConference on Empirical Methods in Natural Language Processing (EMNLP)Ellen Riloff, Janyce Wiebe2003 · 1,219 citations
2. Improved Automatic Keyword Extraction Given More Linguistic KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP)Anette Hulth2003 · 1,098 citations
3. Sentence Alignment for Monolingual Comparable CorporaConference on Empirical Methods in Natural Language Processing (EMNLP)Regina Barzilay, Noemie Elhadad2003 · 280 citations
4. A General Framework for Distributional SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP)Julie Weeds, David Weir2003 · 198 citations
5. Supersense Tagging of Unknown Nouns in WordNetMassimiliano Ciaramita, Mark Johnson2003 · 176 citations
6. Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion SentencesConference on Empirical Methods in Natural Language Processing (EMNLP)Hong Yu, Vasileios Hatzivassiloglou2003 · 174 citations
7. Maximum Entropy Models for FrameNet ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Michael Fleischman, Namhee Kwon, Eduard Hovy2003 · 87 citations
8. Using the Web in Machine Learning for Other-Anaphora ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Natalia N. Modjeska, Katja Markert, Malvina Nissim2003 · 70 citations
9. Japanese Zero Pronoun Resolution based on Ranking Rules and Machine LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Hideki Isozaki, Tsutomu Hirao2003 · 57 citations
10. Bootstrapping Coreference Classifiers with Multiple Machine Learning AlgorithmsConference on Empirical Methods in Natural Language Processing (EMNLP)Vincent Ng, Claire Cardie2003 · 47 citations

🧭 Top topics

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

🔗Coreference resolution (3)🎭Semantic role labeling (1)English (1)

📚 Fields

🎭Arts and Humanities (10)🖥️Computer Science (10)💭Psychology (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.

🎓Cornell UniversityIthaca · United States2 works here🎓University of Southern CaliforniaLos Angeles · United States1 work here🎓University of LeedsLeeds · United Kingdom1 work here🎓Stockholm UniversityStockholm · Sweden1 work here🎓University of SussexBrighton · United Kingdom1 work here🎓University of PittsburghPittsburgh · United States1 work here🎓University of TorontoToronto · Canada1 work here🎓University of UtahSalt Lake City · United States1 work here🏢NTTTokyo · Japan1 work here🎓Brown UniversityProvidence · United States1 work here🎓Columbia UniversityNew York · United States1 work here🎓University of EdinburghEdinburgh · United Kingdom1 work here

works and citations from OpenAlex and our library.

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