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Proceedings of the

2002 Conference on Empirical Methods in Natural Language Processing
(EMNLP 2002)

Co-chairs

Jan Hajic and Yuji Matsumoto

  PROCEEDINGS COVER
  PREFACE
  COMMITTEES
  WORKSHOP PROGRAM
  WORKSHOP WEB PAGE (live)
  WORKSHOP WEB PAGE (archive)
  AUTHOR INDEX
 

 

Methods
pdf ps bib Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms pp. 1-8
Michael Collins
pdf ps bib Conditional Structure versus Conditional Estimation in NLP Models pp. 9-16
Dan Klein  and  Christopher D. Manning
pdf ps bib An Incremental Decision List Learner pp. 17-24
Joshua Goodman

Word Sense Disambiguation
pdf ps bib Modeling Consensus: Classifier Combination for Word Sense Disambiguation pp. 25-32
Radu Florian  and  David Yarowsky
pdf ps bib Augmented Mixture Models for Lexical Disambiguation pp. 33-40
Silviu Cucerzan  and  David Yarowsky
pdf ps bib An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation pp. 41-48
Yoong Keok Lee  and  Hwee Tou Ng

Parsing I / Coreference
pdf ps bib Parsing and Disfluency Placement pp. 49-54
Donald Engel, Eugene Charniak  and  Mark Johnson
pdf ps bib Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules pp. 55-62
Vincent Ng  and  Claire Cardie
pdf ps bib Transformational Priors Over Grammars pp. 63-70
Jason Eisner

Information Extraction / Machine Translation I
pdf ps bib Kernel Methods for Relation Extraction pp. 71-78
Dmitry Zelenko, Chinatsu Aone  and  Anthony Richardella
pdf ps bib Thumbs up? Sentiment Classification using Machine Learning Techniques pp. 79-86
Bo Pang, Lillian Lee  and  Shivakumar Vaithyanathan
pdf ps bib Extentions to HMM-based Statistical Word Alignment Models pp. 87-94
Kristina Toutanova, H. Tolga Ilhan  and  Christopher Manning
pdf ps bib From Words to Corpora: Recognizing Translation pp. 95-102
Noah A. Smith

Parsing II / Lexicons I
pdf ps bib Fast LR parsing Using Rich (Tree Adjoining) Grammars pp. 103-110
Carlos A. Prolo
pdf ps bib Handling Noisy Training and Testing Data pp. 111-116
Don Blaheta
pdf ps bib Spectral Clustering for German Verbs pp. 117-124
Chris Brew  and  Sabine Schulte im Walde
pdf ps bib Exploiting Strong Syntactic Heuristics and Co-Training to Learn Semantic Lexicons pp. 125-132
William Phillips  and  Ellen Riloff

Machine Translation II
pdf ps bib A Phrase-Based, Joint Probability Model for Statistical Machine Translation pp. 133-139
Daniel Marcu  and  Daniel Wong
pdf ps bib Minimum Bayes-Risk Word Alignments of Bilingual Texts pp. 140-147
Shankar Kumar  and  William Byrne
pdf ps bib User-Friendly Text Prediction For Translators pp. 148-155
George Foster, Philippe Langlais  and  Guy Lapalme

Machine Translation III / Information Retrieval I
pdf ps bib Generation of Word Graphs in Statistical Machine Translation pp. 156-163
Nicola Ueffing, Franz Josef Och  and  Hermann Ney
pdf ps bib Bootstrapping Lexical Choice via Multiple-Sequence Alignment pp. 164-171
Regina Barzilay  and  Lillian Lee
pdf ps bib NLP Found Helpful (at least for one Text Categorization Task) pp. 172-179
Carl Sable, Kathleen McKeown  and  Kenneth Church
pdf ps bib A Hybrid Approach to Natural Language Web Search pp. 180-187
Jennifer Chu-Carroll, John Prager, Yael Ravin  and  Christian Cesar
pdf ps bib A Method for Open-Vocabulary Speech-Driven Text Retrieval pp. 188-195
Atsushi Fujii, Katunobu Itou  and  Tetsuya Ishikawa
pdf ps bib Manipulating Large Corpora for Text Classification pp. 196-203
Fumiyo Fukumoto  and  Yoshimi Suzuki

Lexicons II
pdf ps bib Metonymy Resolution as a Classification Task pp. 204-213
Katja Markert  and  Malvina Nissim
pdf ps bib A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern Contexts pp. 214-221
Michael Thelen  and  Ellen Riloff
pdf ps bib Ensemble Methods for Automatic Thesaurus Extraction pp. 222-229
James Curran

Language Modeling
pdf ps bib Using the Web to Overcome Data Sparseness pp. 230-237
Frank Keller, Maria Lapata  and  Olga Ourioupina
pdf ps bib The SuperARV Language Model: Investigating the Effectiveness of Tightly Integrating Multiple Knowledge Sources pp. 238-247
Wen Wang  and  Mary P. Harper
pdf ps bib Exploiting Headword Dependency and Predictive Clustering for Language Modeling pp. 248-256
Jianfeng Gao, Hisami Suzuki  and  Yang Wen

Question Answering / Language Understanding II
pdf ps bib An Analysis of the AskMSR Question-Answering System pp. 257-264
Eric Brill, Susan Dumais  and  Michele Banko
pdf ps bib A Machine-Learning Approach to Introspection in a Question Answering System pp. 265-272
Krzysztof Czuba, John Prager  and  Jennifer Chu-Carroll
pdf ps bib Extracting Clauses for Spoken Language Understanding in Conversational Systems pp. 273-280
Narendra Gupta  and  Srinivas Bangalore

Reserve Papers
pdf ps bib Combining Outputs of Multiple Japanese Named Entity Chunkers by Stacking pp. 281-288
Takehito Utsuro, Manabu Sassano  and  Kiyotaka Uchimoto
pdf ps bib Processing Comparable Corpora With Bilingual Suffix Trees pp. 289-295
Dragos Stefan Munteanu  and  Daniel Marcu
pdf ps bib Bootstrapping Named Entity Recognition for Italian Broadcast News pp. 296-303
Marcello Federico, Nicola Bertoldi  and  Vanessa Sandrini
pdf ps bib Phrasal Cohesion and Statistical Machine Translation pp. 304-311
Heidi Fox
pdf ps bib The Influence of Minimum Edit Distance on Reference Resolution pp. 312-319
Michael Strube, Stefan Rapp  and  Christoph Müller
pdf ps bib Information Extraction from Voicemail Transcripts pp. 320-327
Martin Jansche  and  Steven Abney