EMNLP 2004

57 papers

Multi-Document Biography Summarization

Liang Zhou, Miruna Ticrea, Eduard Hovy

Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model

Hajime Tsukada, Masaaki Nagata

Evaluating Information Content by Factoid Analysis: Human annotation and stability

Simone Teufel, Hans van Halteren

Sentiment Analysis using Support Vector Machines with Diverse Information Sources

Tony Mullen, Nigel Collier

TextRank: Bringing Order into Text

Rada Mihalcea, Paul Tarau

Instance-Based Question Answering: A Data-Driven Approach

Lucian Vlad Lita, Jaime Carbonell

Statistical Significance Tests for Machine Translation Evaluation

Philipp Koehn

Unsupervised Domain Relevance Estimation for Word Sense Disambiguation

Alfio Gliozzo, Bernardo Magnini, Carlo Strapparava

A New Approach for English-Chinese Named Entity Alignment

Donghui Feng, Yajuan Lv, Ming Zhou

LexPageRank: Prestige in Multi-Document Text Summarization

Güneş Erkan, Dragomir R. Radev

Learning Hebrew Roots: Machine Learning with Linguistic Constraints

Ezra Daya, Dan Roth, Shuly Wintner

From Machine Translation to Computer Assisted Translation using Finite-State Models

Jorge Civera, Elsa Cubel, Antonio L. Lagarda, David Picó, Jorge González

Learning Nonstructural Distance Metric by Minimum Cluster Distortion

Daichi Mochihashi, Genichiro Kikui, Kenji Kita

On Log-Likelihood-Ratios and the Significance of Rare Events

Robert C. Moore

Random Forests in Language Modelin

Peng Xu, Frederick Jelinek

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

Frank Keller

Learning to Classify Email into “Speech Acts”

William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell

A Boosting Algorithm for Classification of Semi-Structured Text

Taku Kudo, Yuji Matsumoto

Spelling Correction as an Iterative Process that Exploits the Collective Knowledge of Web Users

Silviu Cucerzan, Eric Brill

Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo

Ciprian Chelba, Alex Acero

Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?

Hwee Tou Ng, Jin Kiat Low

Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging

Hermann Ney, Maja Popović, David Sündermann

Trained Named Entity Recognition using Distributional Clusters

Dayne Freitag

NP Bracketing by Maximum Entropy Tagging and SVM Reranking

Hal Daume III, Daniel Marcu

Identifying Broken Plurals in Unvowelised Arabic Tex

Abduelbaset Goweder, Massimo Poesio, Anne de Roeck, Jeff Reynolds

A Hybrid Model for Morpho-Syntactic Annotation of German with a Large Tagset

Julia Trushkina, Erhard Hinrichs

Applying Conditional Random Fields to Japanese Morphological Analysis

Taku Kudo, Kaoru Yamamoto, Yuji Matsumoto

A Resource-light Approach to Russian Morphology: Tagging Russian using Czech resources

Jiri Hana, Anna Feldman, Chris Brew

Dependencies vs. Constituents for Tree-Based Alignment

Daniel Gildea

Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation

Bing Zhao, Stephan Vogel, Matthias Eck, Alex Waibel

Improving Word Alignment Models using Structured Monolingual Corpora

Wei Wang, Ming Zhou

Adaptive Language and Translation Models for Interactive Machine Translation

Laurent Nepveu, Guy Lapalme, Philippe Langlais, George Foster

A Distributional Analysis of a Lexicalized Statistical Parsing Model

Daniel M. Bikel

Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling

Stefan Riezler, Alexander Vasserman

The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection

Kristina Toutanova, Penka Markova, Christopher Manning

Attribute-Based and Value-Based Clustering: An Evaluation

Abdulrahman Almuhareb, Massimo Poesio

Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task

Galen Andrew, Trond Grenager, Christopher Manning

Monolingual Machine Translation for Paraphrase Generation

Chris Quirk, Chris Brockett, William Dolan

Mining Spoken Dialogue Corpora for System Evaluation and Modelin

Frédéric Béchet, Giuseppe Riccardi, Dilek Hakkani-Tur

Automatic Analysis of Plot for Story Rewriting

Harry Halpin, Johanna D. Moore, Judy Robertson

A Phrase-Based HMM Approach to Document/Abstract Alignment

Hal Daume III, Daniel Marcu

Object-Extraction and Question-Parsing using CCG

Stephen Clark, Mark Steedman, James R. Curran

The Influence of Argument Structure on Semantic Role Assignment

Sebastian Padó, Gemma Boleda

Unsupervised Semantic Role Labellin

Robert S. Swier, Suzanne Stevenson

Calibrating Features for Semantic Role Labeling

Nianwen Xue, Martha Palmer

Mixing Weak Learners in Semantic Parsin

Rodney D. Nielsen, Sameer Pradhan

Automatic Paragraph Identification: A Study across Languages and Domains

Caroline Sporleder, Mirella Lapata

Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech

Yang Liu, Andreas Stolcke, Elizabeth Shriberg, Mary Harper

Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and E

Pascale Fung, Percy Cheung

Bilingual Parsing with Factored Estimation: Using English to Parse Korean

David A. Smith, Noah A. Smith

Scaling Web-based Acquisition of Entailment Relations

Idan Szpektor, Hristo Tanev, Ido Dagan, Bonaventura Coppola

VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations

Timothy Chklovski, Patrick Pantel

Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias

Eneko Agirre, David Martinez

Induction of Greedy Controllers for Deterministic Treebank Parsers

Tom Kalt

Active Learning and the Total Cost of Annotation

Jason Baldridge, Miles Osborne

Max-Margin Parsing

Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher Manning

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

Dekang Lin, Dekai Wu