| 2006 | What's There to Talk About? A Multi-Modal Model of Referring Behavior in the Presence of Shared Visual Information. | Darren Gergle |
| 2006 | Structuring Knowledge for Reference Generation: A Clustering Algorithm. | Albert Gatt |
| 2006 | Identifying Repair Targets in Action Control Dialogue. | Kotaro Funakoshi, Takenobu Tokunaga |
| 2006 | Data-Driven Generation of Emphatic Facial Displays. | Mary Ellen Foster, Jon Oberlander |
| 2006 | Keeping the Initiative: An Empirically-Motivated Approach to Predicting User-Initiated Dialogue Contribution in HCI. | Kerstin Fischer, John A. Bateman |
| 2006 | Automatically Constructing a Lexicon of Verb Phrase Idiomatic Combinations. | Afsaneh Fazly, Suzanne Stevenson |
| 2006 | Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis. | Ayman Farahat, Francine Chen |
| 2006 | Learning to Identify Definitions using Syntactic Features. | Ismail Fahmi, Gosse Bouma |
| 2006 | Determining Term Subjectivity and Term Orientation for Opinion Mining. | Andrea Esuli, Fabrizio Sebastiani |
| 2006 | Statistical Dependency Parsing for Turkish. | Glsen Eryigit, Kemal Oflazer |
| 2006 | From Detecting Errors to Automatically Correcting Them. | Markus Dickinson |
| 2006 | Information Presentation in Spoken Dialogue Systems. | Vera Demberg, Johanna D. Moore |
| 2006 | Automatic Acronym Recognition. | Dana Dannlls |
| 2006 | Decomposition Kernels for Natural Language Processing. | Fabrizio Costa, Sauro Menchetti, Alessio Ceroni, Andrea Passerini, Paolo Frasconi |
| 2006 | Esfinge - a Question Answering System in the Web using the Web. | Lus Fernando Costa |
| 2006 | A Figure of Merit for the Evaluation of Web-Corpus Randomness. | Massimiliano Ciaramita, Marco Baroni |
| 2006 | Parsing Arabic Dialects. | David Chiang, Mona T. Diab, Nizar Habash, Owen Rambow, Safiullah Shareef |
| 2006 | A Comparison of Syntactically Motivated Word Alignment Spaces. | Colin Cherry, Dekang Lin |
| 2006 | Maytag: A Multi-Staged Approach to Identifying Complex Events in Textual Data. | Conrad Chang, Lisa Ferro, John Gibson, Janet Hitzeman, Suzi Lubar, Justin Palmer, Sean Munson, Marc B. Vilain, Benjamin Wellner |
| 2006 | A Web-based Demonstrator of a Multi-lingual Phrase-based Translation System. | Roldano Cattoni, Nicola Bertoldi, Mauro Cettolo, Boxing Chen, Marcello Federico |
| 2006 | Multi-Document Summarization of Evaluative Text. | Giuseppe Carenini, Raymond T. Ng, Adam Pauls |
| 2006 | Constraint Satisfaction Inference: Non-probabilistic Global Inference for Sequence Labelling. | Sander Canisius, Antal van den Bosch, Walter Daelemans |
| 2006 | Re-evaluation the Role of Bleu in Machine Translation Research. | Chris Callison-Burch, Miles Osborne, Philipp Koehn |
| 2006 | Using Encyclopedic Knowledge for Named entity Disambiguation. | Razvan C. Bunescu, Marius Pasca |
| 2006 | Generating and Visualizing a Soccer Knowledge Base. | Paul Buitelaar, Thomas Eigner, Greg Gul-rajani, Alexander Schutz, Melanie Siegel, Nicolas Weber, Philipp Cimiano, Gnter Ladwig, Matthias Mantel, Honggang Zhu |