| 2005 | Learning Sure-Fire Rules for Named Entity Recognition. | Enrique Alfonseca, Maria Ruiz-Casado |
| 2003 | Using parallel texts to improve recall in botany. | Mary McGee Wood, Susannah J. Lydon, Valentin Tablan, Diana Maynard, Hamish Cunningham |
| 2003 | Human dialogue modelling using machine learning. | Yorick Wilks, Nick Webb, Andrea Setzer, Mark Hepple, Roberta Catizone |
| 2003 | Combining independent modules in lexical multiple-choice problems. | Peter D. Turney, Michael L. Littman, Jeffrey Bigham, Victor Shnayder |
| 2003 | Socrates: A question answering prototype for Bulgarian. | Hristo Tanev |
| 2003 | HPSG-based annotation scheme for corpora development and parsing evaluation. | Kiril Ivanov Simov |
| 2003 | Multi-word collocation extraction by syntactic composition of collocation bigrams. | Violeta Seretan, Luka Nerima, Eric Wehrli |
| 2003 | Part-of-speech tagging with minimal lexicalization. | Virginia Savova, Leonid Peshkin |
| 2003 | Arabic Morpho-syntax for Text-to-Speech. | Allan Ramsay, Hanady Mansour |
| 2003 | Learning domain theories. | Stephen G. Pulman, Maria Liakata |
| 2003 | Automatic linking of similar texts across languages. | Bruno Pouliquen, Ralf Steinberger, Camelia Ignat |
| 2003 | Verb phrase ellipsis detection using machine learning techniques. | Leif Arda Nielsen |
| 2003 | Facilitating email thread access by extractive summary generation. | Ani Nenkova, Amit Bagga |
| 2003 | Towards deeper understanding of the latent semantic analysis performance. | Preslav Nakov, Elena Valchanova, Galia Angelova |
| 2003 | Guessing morphological classes of unknown German nouns. | Preslav Nakov, Yury Bonev, Galia Angelova, Evelyn Gius, Walther von Hahn |
| 2003 | Latent semantic analysis and the construction of coherent extracts. | Tristan Miller |
| 2003 | Building sense tagged corpora with volunteer contributions over the Web. | Rada Mihalcea, Timothy Chklovski |
| 2003 | Unsupervised natural language disambiguation using non-ambiguous words. | Rada Mihalcea |
| 2003 | Recent developments in temporal information extraction. | Inderjeet Mani |
| 2003 | Parsing without grammar - Using complete trees instead. | Sandra Kbler |
| 2003 | Roget's thesaurus and semantic similarity. | Mario Jarmasz, Stan Szpakowicz |
| 2003 | Near-synonym choice in natural language generation. | Diana Zaiu Inkpen, Graeme Hirst |
| 2003 | Reducing false positives by expert combination in automatic keyword indexing. | Anette Hulth |
| 2003 | Structured parameter estimation for LFG-DOP. | Mary Hearne, Khalil Sima'an |
| 2003 | Acquiring lexical paraphrases from a single corpus. | Oren Glickman, Ido Dagan |