| 2006 | Computer-Aided Language Processing. | Ruslan Mitkov |
| 2006 | Using Active Relocation to Aid Reinforcement Learning. | Lilyana Mihalkova, Raymond J. Mooney |
| 2006 | Which Dynamic Constraint Problems Can Be Solved By Ants?. | Koenraad Mertens, Tom Holvoet, Yolande Berbers |
| 2006 | Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic. | Luis J. Mena, Jesus A. Gonzalez |
| 2006 | The Semantics of Backing Up (Or: What to do with Prepositions and Particles?). | Marjorie McShane, Stephen Beale, Sergei Nirenburg |
| 2006 | Sorting the Sortable from the Unsortable. | Tracey Baldwin McGrail, Robert W. McGrail |
| 2006 | CATS: A Synchronous Approach to Collaborative Group Recommendation. | Kevin McCarthy, Maria Salam, Lorcan Coyle, Lorraine McGinty, Barry Smyth, Paddy Nixon |
| 2006 | Analyzing Writing Styles with Coh-Metrix. | Philip M. McCarthy, Gwyneth A. Lewis, David F. Dufty, Danielle S. McNamara |
| 2006 | Automatic Annotation in Text for Bibliometrics Use. | Marc Bertin, Jean-Pierre Descls, Brahim Djioua, Yordan Krushkov |
| 2006 | Evaluating WordNet Features in Text Classification Models. | Trevor N. Mansuy, Robert J. Hilderman |
| 2006 | Automated "Wow" Generation In Musical Composition. | Darrell L. Mann, Chris Bradshaw |
| 2006 | Representation and Reasoning for Deeper Natural Language Understanding in a Physics Tutoring System. | Maxim Makatchev, Kurt VanLehn, Pamela W. Jordan, Umarani Pappuswamy |
| 2006 | Formal Verification of Cognitive Models. | A. MacKlem, Fatma Mili |
| 2006 | Focusing Strategies for Multiple Fault Diagnosis. | Tsai-Ching Lu, K. Wojtek Przytula |
| 2006 | Dialog Act Classification Using N-Gram Algorithms. | Max M. Louwerse, Scott A. Crossley |
| 2006 | Adaptive, Confidence-Based Strategic Negotiations in Complex Multiagent Environments. | Xin Li, Leen-Kiat Soh |
| 2006 | An Empirical Exploration of Hidden Markov Models: From Spelling Recognition to Speech Recognition. | Shieu-Hong Lin |
| 2006 | Sublanguage Analysis Applied to Trouble Tickets. | Elizabeth D. Liddy, Svetlana Symonenko, Steven Rowe |
| 2006 | 3D Facial Expression Recognition for the Enhancement of Human-Computer Interaction. | Chao Li, Armando Barreto |
| 2006 | Using Enhanced Concept Map for Student Modeling in Programming Tutors. | Amruth N. Kumar |
| 2006 | Stochastic Deliberation Scheduling using GSMDPs. | Kurt D. Krebsbach |
| 2006 | A Case-Based Approach to Explore Validation Experience. | Rainer Knauf, Setsuo Tsuruta |
| 2006 | Improving Case-Based Recommendations Using Implicit Feedback. | Deepak Khemani, Mohamed A. K. Sadiq, Rakesh Bangani, Delip Rao |
| 2006 | Verbalization Enhanced Tutoring. | Christel Kemke, Shamima Mithun |
| 2006 | Natural Language Annotations for Question Answering. | Boris Katz, Gary C. Borchardt, Sue Felshin |