📰 EMNLP 2002 — accepted papers

EMNLP 2002 is the 2002 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in July 2002 (publisher: Association for Computational Linguistics). OpenAlex lists 41 papers of it; our library holds 8 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

🗓 July 2002

All accepted papers (41)

The most cited first; 8 with our summary link to their page here, the others to the original.

1. A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloffour summary
2. A Hybrid Approach to Natural Language Web Search ↗Jennifer Chu-Carroll, John Prager, Yael Ravin et al.
3. A Machine-Learning Approach to Introspection in a Question Answering System ↗Krzysztof Czuba, John Prager, Jennifer Chu-Carroll
4. A Method for Open-Vocabulary Speech-Driven Text Retrieval ↗Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa
5. A Phrase-Based,Joint Probability Model for Statistical Machine TranslationDaniel Marcu, Daniel Wongour summary
6. An Analysis of the AskMSR Question-Answering System ↗Eric Brill, Susan Dumais, Michele Banko
7. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ngour summary
8. An Incremental Decision List Learner ↗Joshua Goodman
9. Augmented Mixture Models for Lexical Disambiguation ↗Silviu Cucerzan, David Yarowsky
10. Bootstrapping Lexical Choice via Multiple-Sequence Alignment ↗Regina Barzilay, Lillian Lee
11. Bootstrapping Named Entity Recognition for Italian Broadcast News ↗Marcello Federico, Nicola Bertoldi, Vanessa Sandrini
12. Combining Outputs of Multiple Japanese Named Entity Chunkers by Stacking ↗Takehito Utsuro, Manabu Sassano, Kiyotaka Uchimoto
13. Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference RulesVincent Ng, Claire Cardieour summary
14. Conditional Structure versus Conditional Estimation in NLP Models ↗Dan Klein, Christopher D. Manning
15. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collinsour summary
16. Ensemble Methods for Automatic Thesaurus Extraction ↗James Curran
17. Exploiting Headword Dependency and Predictive Clustering for Language Modeling ↗Jianfeng Gao, Hisami Suzuki, Yang Wen
18. Exploiting Strong Syntactic Heuristics and Co-Training to Learn Semantic Lexicons ↗William Phillips, Ellen Riloff
19. Extensions to HMM-based Statistical Word Alignment Models ↗Kristina Toutanova, H. Tolga Ilhan, Christopher Manning
20. Extracting Clauses for Spoken Language Understanding in Conversational Systems ↗Narendra Gupta, Srinivas Bangalore
21. Fast LR parsing Using Rich (Tree Adjoining) Grammars ↗Carlos A. Prolo
22. From Words to Corpora: Recognizing Translation ↗Noah A. Smith
23. Generation of Word Graphs in Statistical Machine Translation ↗Nicola Ueffing, Franz Josef Och, Hermann Ney
24. Handling Noisy Training and Testing Data ↗Don Blaheta
25. Information Extraction from Voicemail Transcripts ↗Martin Jansche, Steven Abney

See all 41 papers in EMNLP 2002 — accepted papers →

📄 Papers with our summary in our library (8)

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

1. Thumbs up? Sentiment Classification using Machine Learning TechniquesConference on Empirical Methods in Natural Language Processing (EMNLP)Bo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,762 citations
2. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,511 citations
3. Kernel Methods for Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Dmitry Zelenko, Chinatsu Aone, Anthony Richardella2002 · 831 citations
4. A Phrase-Based,Joint Probability Model for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Daniel Marcu, Daniel Wong2002 · 661 citations
5. A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsConference on Empirical Methods in Natural Language Processing (EMNLP)Michael Thelen, Ellen Riloff2002 · 449 citations
6. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationConference on Empirical Methods in Natural Language Processing (EMNLP)Yoong Keok Lee, Hwee Tou Ng2002 · 303 citations
7. Phrasal Cohesion and Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Heidi Fox2002 · 250 citations
8. Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference RulesConference on Empirical Methods in Natural Language Processing (EMNLP)Vincent Ng, Claire Cardie2002 · 66 citations

🧭 Top topics

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

🔁Machine translation (2)🔗Coreference resolution (1)🔀Word sense disambiguation (1)🔎Information extraction (1)😊Sentiment & emotion (1)📏Evaluation & benchmarks (1)

📚 Fields

🎭Arts and Humanities (8)🖥️Computer Science (8)

🧑‍🔬 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🏢AT&TBedminster · United States1 work here🎓National University of SingaporeSingapore · Singapore1 work here🎓University of UtahSalt Lake City · United States1 work here🎓Brown UniversityProvidence · United States1 work here🔬IBM Research - AlmadenSan Jose · United States1 work here🏢SRA InternationalFairfax · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2002/