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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