| 2001 | A Corpus-based Account of Regular Polysemy: The Case of Context-sensitive Adjectives. Maria Lapata |
| 2001 | A Decision Tree of Bigrams is an Accurate Predictor of Word Sense. Ted Pedersen |
| 2001 | A Finite-State Approach to Machine Translation. Srinivas Bangalore, Giuseppe Riccardi |
| 2001 | A Probabilistic Earley Parser as a Psycholinguistic Model. John Hale |
| 2001 | A Structured Language Model Based on Context-Sensitive Probabilistic Left-Corner Parsing. Dong Hoon Van Uytsel, Filip Van Aelten, Dirk Van Compernolle |
| 2001 | An Algorithm for Aspects of Semantic Interpretation Using an Enhanced WordNet. Fernando Gomez |
| 2001 | Applying Co-Training Methods to Statistical Parsing. Anoop Sarkar |
| 2001 | Chunking with Support Vector Machines. Taku Kudo, Yuji Matsumoto |
| 2001 | Class-Based Probability Estimation Using a Semantic Hierarchy. Stephen Clark, David J. Weir |
| 2001 | Corpus-based NP Modifier Generation. Hua Cheng, Massimo Poesio, Renate Henschel, Chris Mellish |
| 2001 | Do CFG-Based Language Models Need Agreement Constraints? Manny Rayner, Genevieve Gorrell, Beth Ann Hockey, John Dowding, Johan Boye |
| 2001 | Edit Detection and Parsing for Transcribed Speech. Eugene Charniak, Mark Johnson |
| 2001 | Generating Training Data for Medical Dictations. Sergey V. Pakhomov, Michael Schonwetter, Joan Bachenko |
| 2001 | Identifying Cognates by Phonetic and Semantic Similarity. Grzegorz Kondrak |
| 2001 | Identifying User Corrections Automatically in Spoken Dialogue Systems. Julia Hirschberg, Diane J. Litman, Marc Swerts |
| 2001 | Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora. David Yarowsky, Grace Ngai |
| 2001 | Information-Based Machine Translation. Keiko Horiguchi |
| 2001 | Instance-Based Natural Language Generation. Sebastian Varges, Chris Mellish |
| 2001 | Knowledge-Free Induction of Inflectional Morphologies. Patrick Schone, Daniel Jurafsky |
| 2001 | Language Technologies 2001: The Second Meeting of the North American Chapter of the Association for Computational Linguistics, NAACL 2001, Pittsburgh, PA, USA, June 2-7, 2001 |
| 2001 | Learning Optimal Dialogue Management Rules by Using Reinforcement Learning and Inductive Logic Programming. Renaud Lecoeuche |
| 2001 | Multipath Translation Lexicon Induction via Bridge Languages. Gideon S. Mann, David Yarowsky |
| 2001 | Question Answering Using Maximum-Entropy Components. Abraham Ittycheriah, Martin Franz, Wei-Jing Zhu, Adwait Ratnaparkhi |
| 2001 | Re-Engineering Letter-to-Sound Rules. Martin Jansche |
| 2001 | Refining Tabular Parsers for TAGs. Éric Villemonte de la Clergerie |
| 2001 | SPoT: A Trainable Sentence Planner. Marilyn A. Walker, Owen Rambow, Monica Rogati |
| 2001 | Text and Knowledge Mining for Coreference Resolution. Sanda M. Harabagiu, Razvan C. Bunescu, Steven J. Maiorano |
| 2001 | Transformation Based Learning in the Fast Lane. Grace Ngai, Radu Florian |
| 2001 | Tree-Cut and a Lexicon Based on Systematic Polysemy. Noriko Tomuro |
| 2001 | Unsupervised Learning of Name Structure From Coreference Data. Eugene Charniak |
| 2001 | Why Inverse Document Frequency? Kishore Papineni |
| 2001 | You're Not From 'Round Here, Are You? Naive Bayes Detection of Non-Native Utterances. Laura Mayfield Tomokiyo, Rosie Jones |