Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing Max-Margin Parsing Ben Taskar Dan Klein Mike Collins Daphne Koller Christopher Manning Active Learning and the Total Cost of Annotation Jason Baldridge Miles Osborne Induction of Greedy Controllers for Deterministic Treebank Parsers Tom Kalt Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias Eneko Agirre David Martinez VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations Timothy Chklovski Patrick Pantel Scaling Web-based Acquisition of Entailment Relations Idan Szpektor Hristo Tanev Ido Dagan Bonaventura Coppola Bilingual Parsing with Factored Estimation: Using English to Parse Korean David A. Smith Noah A. Smith Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and E Pascale Fung Percy Cheung Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech Yang Liu Andreas Stolcke Elizabeth Shriberg Mary Harper Automatic Paragraph Identification: A Study across Languages and Domains Caroline Sporleder Mirella Lapata Mixing Weak Learners in Semantic Parsin Rodney D. Nielsen Sameer Pradhan Calibrating Features for Semantic Role Labeling Nianwen Xue Martha Palmer Unsupervised Semantic Role Labellin Robert S. Swier Suzanne Stevenson The Influence of Argument Structure on Semantic Role Assignment Sebastian Padó Gemma Boleda Object-Extraction and Question-Parsing using CCG Stephen Clark Mark Steedman James R. Curran A Phrase-Based HMM Approach to Document/Abstract Alignment Hal Daumé III Daniel Marcu Automatic Analysis of Plot for Story Rewriting Harry Halpin Johanna D. Moore Judy Robertson Mining Spoken Dialogue Corpora for System Evaluation and Modelin Frederic Bechet Giuseppe Riccardi Dilek Hakkani-Tur Monolingual Machine Translation for Paraphrase Generation Chris Quirk Chris Brockett William Dolan Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task Galen Andrew Trond Grenager Christopher Manning Attribute-Based and Value-Based Clustering: An Evaluation Abdulrahman Almuhareb Massimo Poesio The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection Kristina Toutanova Penka Markova Christopher Manning Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling Stefan Riezler Alexander Vasserman A Distributional Analysis of a Lexicalized Statistical Parsing Mode Daniel M. Bikel Adaptive Language and Translation Models for Interactive Machine Translation Laurent Nepveu Guy Lapalme Philippe Langlais George Foster Improving Word Alignment Models using Structured Monolingual Corpor Wei Wang Ming Zhou Phrase Pair Rescoring with Term Weighting for Statistical Machine Translatio Bing Zhao Stephan Vogel Matthias Eck Alex Waibel Dependencies vs. Constituents for Tree-Based Alignment Daniel Gildea A Resource-light Approach to Russian Morphology: Tagging Russian using Czech resources Jiri Hana Anna Feldman Chris Brew Applying Conditional Random Fields to Japanese Morphological Analysis Taku Kudo Kaoru Yamamoto Yuji Matsumoto A Hybrid Model for Morpho-Syntactic Annotation of German with a Large Tagset Julia Trushkina Erhard Hinrichs Identifying Broken Plurals in Unvowelised Arabic Tex Abduelbaset Goweder Massimo Poesio Anne De Roeck Jeff Reynolds NP Bracketing by Maximum Entropy Tagging and SVM Reranking Hal Daumé III Daniel Marcu Trained Named Entity Recognition using Distributional Clusters Dayne Freitag Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging Hermann Ney Maja Popović David Sündermann Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based? Hwee Tou Ng Jin Kiat Low Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo Ciprian Chelba Alex Acero Spelling Correction as an Iterative Process that Exploits the Collective Knowledge of Web Users Silviu Cucerzan Eric Brill A Boosting Algorithm for Classification of Semi-Structured Text Taku Kudo Yuji Matsumoto Learning to Classify Email into ``Speech Acts'' William W. Cohen Vitor R. Carvalho Tom M. Mitchell The Entropy Rate Principle as a Predictor of Processing Effort: An Evaluation against Eye-tracking Data Frank Keller Random Forests in Language Modelin Peng Xu Frederick Jelinek On Log-Likelihood-Ratios and the Significance of Rare Events Robert C. Moore Learning Nonstructural Distance Metric by Minimum Cluster Distortion Daichi Mochihashi Genichiro Kikui Kenji Kita 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 Learning Hebrew Roots: Machine Learning with Linguistic Constraints Ezra Daya Dan Roth Shuly Wintner LexPageRank: Prestige in Multi-Document Text Summarization Günes Erkan Dragomir R. Radev A New Approach for English-Chinese Named Entity Alignment Donghui Feng Yajuan Lv Ming Zhou Unsupervised Domain Relevance Estimation for Word Sense Disambiguation Alfio Gliozzo Bernardo Magnini Carlo Strapparava Statistical Significance Tests for Machine Translation Evaluation Philipp Koehn Instance-Based Question Answering: A Data-Driven Approach Lucian Vlad Lita Jaime Carbonell TextRank: Bringing Order into Text Rada Mihalcea Paul Tarau Sentiment Analysis using Support Vector Machines with Diverse Information Sources Tony Mullen Nigel Collier Evaluating Information Content by Factoid Analysis: Human annotation and stability Simone Teufel Hans van Halteren Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model Hajime Tsukada Masaaki Nagata Multi-Document Biography Summarization Liang Zhou Miruna Ticrea Eduard Hovy Author Index