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

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Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
Michael Collins

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Conditional Structure versus Conditional Estimation in NLP Models
Dan Klein | Christopher D. Manning

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An Incremental Decision List Learner
Joshua Goodman

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Modeling Consensus: Classifier Combination for Word Sense Disambiguation
Radu Florian | David Yarowsky

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Augmented Mixture Models for Lexical Disambiguation
Silviu Cucerzan | David Yarowsky

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An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation
Yoong Keok Lee | Hwee Tou Ng

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Parsing and Disfluency Placement
Donald Engel | Eugene Charniak | Mark Johnson

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Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules
Vincent Ng | Claire Cardie

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Transformational Priors Over Grammars
Jason Eisner

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Kernel Methods for Relation Extraction
Dmitry Zelenko | Chinatsu Aone | Anthony Richardella

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Thumbs up? Sentiment Classification using Machine Learning Techniques
Bo Pang | Lillian Lee | Shivakumar Vaithyanathan

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Extensions to HMM-based Statistical Word Alignment Models
Kristina Toutanova | H. Tolga Ilhan | Christopher Manning

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From Words to Corpora: Recognizing Translation
Noah A. Smith

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Fast LR parsing Using Rich (Tree Adjoining) Grammars
Carlos A. Prolo

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Handling Noisy Training and Testing Data
Don Blaheta

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Spectral Clustering for German Verbs
Chris Brew | Sabine Schulte im Walde

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Exploiting Strong Syntactic Heuristics and Co-Training to Learn Semantic Lexicons
William Phillips | Ellen Riloff

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A Phrase-Based,Joint Probability Model for Statistical Machine Translation
Daniel Marcu | Daniel Wong

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Minimum Bayes-Risk Word Alignments of Bilingual Texts
Shankar Kumar | William Byrne

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User-Friendly Text Prediction For Translators
George Foster | Philippe Langlais | Guy Lapalme

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Generation of Word Graphs in Statistical Machine Translation
Nicola Ueffing | Franz Josef Och | Hermann Ney

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Bootstrapping Lexical Choice via Multiple-Sequence Alignment
Regina Barzilay | Lillian Lee

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NLP Found Helpful (at least for one Text Categorization Task)
Carl Sable | Kathleen McKeown | Kenneth Church

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A Hybrid Approach to Natural Language Web Search
Jennifer Chu-Carroll | John Prager | Yael Ravin | Christian Cesar

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A Method for Open-Vocabulary Speech-Driven Text Retrieval
Atsushi Fujii | Katunobu Itou | Tetsuya Ishikawa

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Manipulating Large Corpora for Text Classification
Fumiyo Fukumoto | Yoshimi Suzuki

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Metonymy Resolution as a Classification Task
Katja Markert | Malvina Nissim

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A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern Contexts
Michael Thelen | Ellen Riloff

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Ensemble Methods for Automatic Thesaurus Extraction
James Curran

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Using the Web to Overcome Data Sparseness
Frank Keller | Maria Lapata | Olga Ourioupina

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The SuperARV Language Model: Investigating the Effectiveness of Tightly Integrating Multiple Knowledge Sources
Wen Wang | Mary P. Harper

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Exploiting Headword Dependency and Predictive Clustering for Language Modeling
Jianfeng Gao | Hisami Suzuki | Yang Wen

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An Analysis of the AskMSR Question-Answering System
Eric Brill | Susan Dumais | Michele Banko

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A Machine-Learning Approach to Introspection in a Question Answering System
Krzysztof Czuba | John Prager | Jennifer Chu-Carroll

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Extracting Clauses for Spoken Language Understanding in Conversational Systems
Narendra Gupta | Srinivas Bangalore

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Combining Outputs of Multiple Japanese Named Entity Chunkers by Stacking
Takehito Utsuro | Manabu Sassano | Kiyotaka Uchimoto

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Processing Comparable Corpora With Bilingual Suffix Trees
Dragos Stefan Munteanu | Daniel Marcu

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Bootstrapping Named Entity Recognition for Italian Broadcast News
Marcello Federico | Nicola Bertoldi | Vanessa Sandrini

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Phrasal Cohesion and Statistical Machine Translation
Heidi Fox

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The Influence of Minimum Edit Distance on Reference Resolution
Michael Strube | Stefan Rapp | Christoph Müller

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Information Extraction from Voicemail Transcripts
Martin Jansche | Steven Abney