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Empirical Methods in Natural Language Processing
(EMNLP 2003)

Labeling Syntactic Structure With Semantic Tags
John Chen and Owen Rambow

Using LTAG Based Features in Parse Reranking
Libin Shen, Anoop Sarkar and Aravind Joshi

Learning Extraction Patterns for Subjective Expressions
Ellen Riloff, Janyce Wiebe and Theresa Wilson

A Fast Algorithm for Feature Selection in Conditional Maximum Entropy Modeling
Yaqian Zhou, Fuliang Weng, Lide Wu, and Hauke Schmidt

Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentence
Hong Yu and Vasileios Hatzivassiloglou

A General Framework for Distributional Similarity
Julie Weeds and David Weir

A Plethora of Methods for Learning English Countability
Timothy Baldwin and Francis Bond

A Projection Extension Algorithm for Statistical Machine Translation
Christoph Tillmann

Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms
Vincent Ng and Claire Cardie

Improved Automatic Keyword Extraction Given More Linguistic Knowledge
Anette Hulth

Virtual Examples for Text Classification with Support Vector Machines
Manabu Sassano

Training Connectionist Models for the Structured Language Model
Peng Xu, Ahmad Emami and Frederick Jelinek

Variation of Entropy and Parse Trees of Sentences as a Function of the Sentence Number
Dmitriy Genzel and Eugene Charniak

Japanese Zero Pronoun Resolution based on Ranking Rules and Machine Learning
Hideki Isozaki and Tsutomu Hirao

Sentence Alignment for Monolingual Comparable Corpora
Regina Barzilay and Noemie Elhadad

Log-Linear Models for Wide-Coverage CCG Parsing
Stephen Clark and James R. Curran

Evaluation and Extension of Maximum Entropy Models with Inequality Constraints
Jun'ichi Kazama and Jun'ichi Tsujii

Cross-Lingual Lexical Triggers in Statistical Language Modeling
Woosung Kim and Sanjeev Khudanpur

Using the Web in Machine Learning for Other-Anaphora Resolution
Natalia N. Modjeska, Katja Markert and Malvina Nissim

Antecedent Recovery: Experiments with a Trace Tagger
Peter Dienes and Amit Dubey

Statistical Acquisition of Content Selection Rules for Natural Language Generation
Pablo A. Duboue and Kathleen R. McKeown

HowtogetaChineseName: Segmentation and Combination Issues
Hongyan Jing, Radu Florian, Xiaoqiang Luo, Tong Zhang and Abraham Ittycheriah

A Maximum Entropy Chinese Character-based Parser
Xiaoqiang Luo

Maximum Entropy Models for FrameNet Classification
Michael Fleischman, Namhee Kwon and Eduard Hovy

Supersense Tagging of Unknown Nouns in WordNet
Massimiliano Ciaramita and Mark Johnson

Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences
Yasemin Altun, Thomas Hofmann and Mark Johnson

Identifying Semantic Roles Using Combinatory Categorial Grammar
Daniel Gildea and Julia Hockenmaier

Statistical Machine Translation Using Coercive Two-Level Syntactic Transduction
Charles Schafer and David Yarowsky