| 2006 | Lexicalising Word Order Constraints for Implemented Linearisation Grammar. | Yo Sato |
| 2006 | Maximum Entropy Tagging with Binary and Real-Valued Features. | Vanessa Sandrini, Marcello Federico, Mauro Cettolo |
| 2006 | Investigating a Generic Paraphrase-Based Approach for Relation Extraction. | Lorenza Romano, Milen Kouylekov, Idan Szpektor, Ido Dagan, Alberto Lavelli |
| 2006 | Compiling French-Japanese Terminologies from the Web. | Xavier Robitaille, Yasuhiro Sasaki, Masatsugu Tonoike, Satoshi Sato, Takehito Utsuro |
| 2006 | Exploring the Sense Distributions of Homographs. | Reinhard Rapp |
| 2006 | Adaptivity in Question Answering with User Modelling and a Dialogue Interface. | Silvia Quarteroni, Suresh Manandhar |
| 2006 | Semantic Role Labeling for Coreference Resolution. | Simone Paolo Ponzetto, Michael Strube |
| 2006 | A Probabilistic Answer Type Model. | Christopher Pinchak, Dekang Lin |
| 2006 | Example-Based Metonymy Recognition for Proper Nouns. | Yves Peirsman |
| 2006 | Selecting the "Right" Number of Senses Based on Clustering Criterion Functions. | Ted Pedersen, Anagha Kulkarni |
| 2006 | XMG - An Expressive Formalism for Describing Tree-Based Grammars. | Yannick Parmentier, Joseph Le Roux, Benot Crabb |
| 2006 | Information Structure and Pauses in a Corpus of Spoken Danish. | Patrizia Paggio |
| 2006 | Modelling Semantic Role Pausibility in Human Sentence Processing. | Ulrike Pad, Matthew W. Crocker, Frank Keller |
| 2006 | Towards Robust Animacy Classification Using Morphosyntactic Distributional Features. | Lilja vrelid |
| 2006 | Constraints on Non-Projective Dependency Parsing. | Joakim Nivre |
| 2006 | Towards Robust Context-Sensitive Sentence Alignment for Monolingual Corpora. | Rani Nelken, Stuart M. Shieber |
| 2006 | Online Word Sense Disambiguation with Structural Semantic Interconnections. | Roberto Navigli |
| 2006 | Experiments on the Validation of Sense Annotations Assisted by Lexical Chains. | Roberto Navigli |
| 2006 | Automatic Detection of Nonreferential It in Spoken Multi-Party Dialog. | Christoph Mller |
| 2006 | Tree Kernel Engineering in Semantic Role Labeling Systems. | Alessandro Moschitti, Daniele Pighin, Roberto Basili |
| 2006 | Making Tree Kernels Practical for Natural Language Learning. | Alessandro Moschitti |
| 2006 | Determining Word Sense Dominance Using a Thesaurus. | Saif M. Mohammad, Graeme Hirst |
| 2006 | Online Learning of Approximate Dependency Parsing Algorithms. | Ryan T. McDonald, Fernando C. N. Pereira |
| 2006 | Discriminative Sentence Compression with Soft Syntactic Evidence. | Ryan T. McDonald |
| 2006 | Inheritance and the CCG Lexicon. | Mark McConville |