| 2003 | A Fast Algorithm for Feature Selection in Conditional Maximum Entropy Modeling. Yaqian Zhou, Fuliang Weng, Lide Wu, Hauke Schmidt |
| 2003 | A General Framework for Distributional Similarity. Julie Weeds, David J. Weir |
| 2003 | A Maximum Entropy Chinese Character-Based Parser. Xiaoqiang Luo |
| 2003 | A Plethora of Methods for Learning English Countability. Timothy Baldwin, Francis Bond |
| 2003 | A Projection Extension Algorithm for Statistical Machine Translation. Christoph Tillmann |
| 2003 | Antecedent Recovery: Experiments with a Trace Tagger. Péter Dienes, Amit Dubey |
| 2003 | Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms. Vincent Ng, Claire Cardie |
| 2003 | Cross-Lingual Lexical Triggers in Statistical Language Modeling. Woosung Kim, Sanjeev Khudanpur |
| 2003 | Evaluation and Extension of Maximum Entropy Models with Inequality Constraints. Jun'ichi Kazama, Jun'ichi Tsujii |
| 2003 | HowtogetaChineseName(Entity): Segmentation and Combination Issues. Hongyan Jing, Radu Florian, Xiaoqiang Luo, Tong Zhang, Abraham Ittycheriah |
| 2003 | Identifying Semantic Roles Using Combinatory Categorial Grammar. Daniel Gildea, Julia Hockenmaier |
| 2003 | Improved Automatic Keyword Extraction Given More Linguistic Knowledge. Anette Hulth |
| 2003 | Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences. Yasemin Altun, Mark Johnson, Thomas Hofmann |
| 2003 | Japanese Zero Pronoun Resolution based on Ranking Rules and Machine Learning. Hideki Isozaki, Tsutomu Hirao |
| 2003 | Learning Extraction Patterns for Subjective Expressions. Ellen Riloff, Janyce Wiebe |
| 2003 | Log-Linear Models for Wide-Coverage CCG Parsing. Stephen Clark, James R. Curran |
| 2003 | Maximum Entropy Models for FrameNet Classification. Michael Fleischman, Namhee Kwon, Eduard H. Hovy |
| 2003 | Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2003, Sapporo, Japan, July 11-12, 2003 |
| 2003 | Sentence Alignment for Monolingual Comparable Corpora. Regina Barzilay, Noemie Elhadad |
| 2003 | Statistical Acquisition of Content Selection Rules for Natural Language Generation. Pablo Ariel Duboue, Kathleen R. McKeown |
| 2003 | Statistical Machine Translation Using Coercive Two-Level Syntactic Transduction. Charles Schafer, David Yarowsky |
| 2003 | Supersense Tagging of Unknown Nouns in WordNet. Massimiliano Ciaramita, Mark Johnson |
| 2003 | Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentences. Hong Yu, Vasileios Hatzivassiloglou |
| 2003 | Training Connectionist Models for the Structured Language Model. Peng Xu, Ahmad Emami, Frederick Jelinek |
| 2003 | Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments. John Chen, Owen Rambow |
| 2003 | Using LTAG Based Features in Parse Reranking. Libin Shen, Anoop Sarkar, Aravind K. Joshi |
| 2003 | Using the Web in Machine Learning for Other-Anaphora Resolution. Natalia N. Modjeska, Katja Markert, Malvina Nissim |
| 2003 | Variation of Entropy and Parse Trees of Sentences as a Function of the Sentence Number. Dmitriy Genzel, Eugene Charniak |
| 2003 | Virtual Examples for Text Classification with Support Vector Machines. Manabu Sassano |