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Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing
Dekang Lin | Dekai Wu

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Max-Margin Parsing
Ben Taskar | Dan Klein | Michael Collins | Daphne Koller | Christopher Manning

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Active Learning and the Total Cost of Annotation
Jason Baldridge | Miles Osborne

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Induction of Greedy Controllers for Deterministic Treebank Parsers
Tom Kalt

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Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias
Eneko Agirre | David Martinez

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VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations
Timothy Chklovski | Patrick Pantel

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Scaling Web-based Acquisition of Entailment Relations
Idan Szpektor | Hristo Tanev | Ido Dagan | Bonaventura Coppola

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Bilingual Parsing with Factored Estimation: Using English to Parse Korean
David A. Smith | Noah A. Smith

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Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and E
Pascale Fung | Percy Cheung

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Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech
Yang Liu | Andreas Stolcke | Elizabeth Shriberg | Mary Harper

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Automatic Paragraph Identification: A Study across Languages and Domains
Caroline Sporleder | Mirella Lapata

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Mixing Weak Learners in Semantic Parsin
Rodney D. Nielsen | Sameer Pradhan

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Calibrating Features for Semantic Role Labeling
Nianwen Xue | Martha Palmer

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Unsupervised Semantic Role Labellin
Robert S. Swier | Suzanne Stevenson

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The Influence of Argument Structure on Semantic Role Assignment
Sebastian Padó | Gemma Boleda

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Object-Extraction and Question-Parsing using CCG
Stephen Clark | Mark Steedman | James R. Curran

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A Phrase-Based HMM Approach to Document/Abstract Alignment
Hal Daumé III | Daniel Marcu

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Automatic Analysis of Plot for Story Rewriting
Harry Halpin | Johanna D. Moore | Judy Robertson

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Mining Spoken Dialogue Corpora for System Evaluation and Modelin
Frederic Bechet | Giuseppe Riccardi | Dilek Hakkani-Tur

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Monolingual Machine Translation for Paraphrase Generation
Chris Quirk | Chris Brockett | William Dolan

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Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task
Galen Andrew | Trond Grenager | Christopher Manning

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Attribute-Based and Value-Based Clustering: An Evaluation
Abdulrahman Almuhareb | Massimo Poesio

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The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection
Kristina Toutanova | Penka Markova | Christopher Manning

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Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling
Stefan Riezler | Alexander Vasserman

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A Distributional Analysis of a Lexicalized Statistical Parsing Model
Daniel M. Bikel

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Adaptive Language and Translation Models for Interactive Machine Translation
Laurent Nepveu | Guy Lapalme | Philippe Langlais | George Foster

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Improving Word Alignment Models using Structured Monolingual Corpora
Wei Wang | Ming Zhou

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Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation
Bing Zhao | Stephan Vogel | Matthias Eck | Alex Waibel

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Dependencies vs. Constituents for Tree-Based Alignment
Daniel Gildea

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A Resource-light Approach to Russian Morphology: Tagging Russian using Czech resources
Jiri Hana | Anna Feldman | Chris Brew

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Applying Conditional Random Fields to Japanese Morphological Analysis
Taku Kudo | Kaoru Yamamoto | Yuji Matsumoto

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A Hybrid Model for Morpho-Syntactic Annotation of German with a Large Tagset
Julia Trushkina | Erhard Hinrichs

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Identifying Broken Plurals in Unvowelised Arabic Tex
Abduelbaset Goweder | Massimo Poesio | Anne De Roeck | Jeff Reynolds

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NP Bracketing by Maximum Entropy Tagging and SVM Reranking
Hal Daumé III | Daniel Marcu

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Trained Named Entity Recognition using Distributional Clusters
Dayne Freitag

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Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging
Hermann Ney | Maja Popović | David Sündermann

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Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?
Hwee Tou Ng | Jin Kiat Low

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Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo
Ciprian Chelba | Alex Acero

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Spelling Correction as an Iterative Process that Exploits the Collective Knowledge of Web Users
Silviu Cucerzan | Eric Brill

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A Boosting Algorithm for Classification of Semi-Structured Text
Taku Kudo | Yuji Matsumoto

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Learning to Classify Email into “Speech Acts”
William W. Cohen | Vitor R. Carvalho | Tom M. Mitchell

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The Entropy Rate Principle as a Predictor of Processing Effort: An Evaluation against Eye-tracking Data
Frank Keller

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Random Forests in Language Modelin
Peng Xu | Frederick Jelinek

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On Log-Likelihood-Ratios and the Significance of Rare Events
Robert C. Moore

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Learning Nonstructural Distance Metric by Minimum Cluster Distortion
Daichi Mochihashi | Genichiro Kikui | Kenji Kita

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From Machine Translation to Computer Assisted Translation using Finite-State Models
Jorge Civera | Elsa Cubel | Antonio L. Lagarda | David Picó | Jorge González | Enrique Vidal | Francisco Casacuberta | Juan M. Vilar | Sergio Barrachina

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Learning Hebrew Roots: Machine Learning with Linguistic Constraints
Ezra Daya | Dan Roth | Shuly Wintner

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LexPageRank: Prestige in Multi-Document Text Summarization
Güneş Erkan | Dragomir R. Radev

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A New Approach for English-Chinese Named Entity Alignment
Donghui Feng | Yajuan Lv | Ming Zhou

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Unsupervised Domain Relevance Estimation for Word Sense Disambiguation
Alfio Gliozzo | Bernardo Magnini | Carlo Strapparava

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Statistical Significance Tests for Machine Translation Evaluation
Philipp Koehn

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Instance-Based Question Answering: A Data-Driven Approach
Lucian Vlad Lita | Jaime Carbonell

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TextRank: Bringing Order into Text
Rada Mihalcea | Paul Tarau

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Sentiment Analysis using Support Vector Machines with Diverse Information Sources
Tony Mullen | Nigel Collier

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Evaluating Information Content by Factoid Analysis: Human annotation and stability
Simone Teufel | Hans van Halteren

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Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model
Hajime Tsukada | Masaaki Nagata

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Multi-Document Biography Summarization
Liang Zhou | Miruna Ticrea | Eduard Hovy

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Author Index