- A Proof Markup Language for Semantic Web Services, P. Pinheiro da Silva, D. McGuinness and R. Fikes, 1/2004.
- Web Explanations for Semantic Heterogeneity Discovery, P. Shvaiko, F. Giunchiglia, P. Pinheiro da Silva and D. McGuinness, 1/2004.
- Building software agents for planning, monitoring, and optimizing travel, C. Knoblock, 1/2004.
- Multimodal New Vocabulary Recognition through Speech and Handwriting in a Whiteboard Scheduling Application, E. Kaiser, 1/2004.
- Evolution of a Teamwork Model, Book Chapter in ‘Cognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation’ published by Cambridge University Press, N. Schurr, S. Okamoto, R. Maheswaran, P. Scerri, and M. Tambe, 2/2004.
- Time in OWL-S, F. Pan and J. Hobbs, 3/2004.
- Adjustable Autonomy Challenges in Personal Assistant Agents: A Position Paper, R. Maheswaran, M. Tambe, P. Varakantam, and K. Myers, 3/2004.
- A Personalized Calendar Assistant, P. Berry, M. Gervasio, T. Uribe, K. Myers, and K. Nitz, 3/2004.
- Approaches for Automatically Tagging Affect, N. Chambers, J. Tetreault, and J. Allen, 3/2004.
- Explaining answers from the Semantic Web: the Inference Web approach, D. McGuinness and P. Pinheiro da Silva, 5/2004.
- WebScale Information Extraction in KnowItAll (Preliminary Results), O. Etzioni, M. Cafarella, D. Downey, S. Kok, A. Popescu, T. Shaked, S. Soderland, D. Weld, and A. Yates, 5/2004.
- Semi-automatic syntactic and semantic corpus annotation with a deep parser, M. Swift, M. Dzikovska, J. Tetreault, and J. Allen, 5/2004.
- Evaluation of Transcription and Annotation tools for a Multimodal, Multi-party dialogue Corpus, S. Garg, B. Martinovski, S. Robinson, J. Stephan, J. Tetreault, and D. Traum, 5/2004.
- Building a computational lexicon and ontology with FrameNet, M. Dzikovska, M. Swift, and J. Allen, 5/2004.
- Retrieving and Semantically Integrating Heterogeneous Data from the Web, M. Michalowski, J. Ambite, S. Thakker, R.Tuchinda, C. Knoblock, S. Minton, 5/2004.
- Using the Structure of Web Sites for Automatic Segmentation of Tables, K. Lerman, L. Getoor, S. Minton, and C. Knoblock, 6/2004.
- Towards Explaining Semantic Matching, D. McGuinness, P. Shvaiko, F. Guinchiglia, P. Pinheiro da Silva, 6/2004.
- A Data Integration Approach to Automatically Composing and Optimizing Web Services, S. Thakkar, J. Ambite, C. Knoblock, 6/2004.
- Populating the Semantic Web, K. Lerman, C. Gazen, S. Minton, and C. Knoblock, 7/2004.
- The use of Web-based Statistics to Validate Information Extraction, S. Soderland, O. Etzioni, T. Shaked, D. Weld, 7/2004.
- Learning Text Patterns for Web Information Extraction and Assessment, D. Downey, O. Etzioni, S. Soderland, D. Weld, 7/2004.
- Class Extraction from the World Wide Web, A. Popescu, A. Yates, O. Etzioni, 7/2004.
- Methods for Domain-Independent Information Extraction from the Web: An Experimental Comparison, O. Etzioni, M. Cafarella, D. Downey, A. Popescu, T. Shaked, S. Soderland, D. Weld, and A. Yates, 7/2004.
- Adaptive Cognitive Orthotics: Combining Reinforcement Learning and Constraint-Based Temporal Reasoning, M. Rudary, S. Singh, and M. Pollack, 7/2004.
- Semi-Supervised Learning Using Randomized Mincuts, A. Blum, J. Lafferty, M. Rwebangira, and R. Reddy, 7/2004.
- Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversary, B. McMahan and A. Blum, 7/2004.
- Using Sparse Visual Data to Model Human Activities in Meetings, P. Rybski and M. Veloso, 7/2004.
- Incremental Parsing with Reference Interaction, S. Stoness, J. Tetreault, and J. Allen, 7/2004.
- Semantics, Dialogue, and Pronoun Resolution, J. Tetreault and J. Allen, 7/2004.
- Taking DCOP to the Real World: Efficient Complete Solutions for Distributed Multi-Event Scheduling, R. Maheswaran, M. Tambe, E. Bowring, J. Pearce, and P. Varakantam, 7/2004.
- The SPARK Agent Framework, D. Morley and K. Myers, 7/2004.
- Low-cost Addition of Preferences to DTPs and TCSPs, B. Peintner and M. Pollack, 7/2004.
- Discourse annotation in the Monroe Corpus, J. Tetreault, M. Swift, P. Prithviraj, M. Dzikovska, and J. Allen, 7/2004.
- Learning and Inferring Transportation Routines, L. Liao, D. Fox, and H. Kautz, 7/2004.
- Balancing Formal and Practical Concerns in Agent Design, D. Morley and K Myers, 7/2004.
- Exploiting Secondary Sources for Unsupervised Record Linkage, M. Michalowski, S. Thakker, and C. Knoblock, 8/2004.
- Learning to classify email into “Speech Acts”, W. Cohen, V. Carvalho, and T. Mitchell, 8/2004.
- Training conditional random fields via gradient tree boosting, T. Dietterich, A. Ashenfelter, and Y. Bulatov, 8/2004.
- Improving SVM accuracy by training on auxiliary data sources, T. Dietterich and P. Wu, 8/2004.
- Skeletons in the parser: Using a shallow parser to improve deep parsing, M. Swift, J. Allen, and D. Gildea, 8/2004.
- Multi-human dialogue understanding for assisting artifact-producing meetings, J. Niekrasz, A. Gruenstein, and L. Cavedon, 8/2004.
- Managing Uncertainty in Dialogue Information State for Real Time Understanding of Multi-Human Meeting Dialogue, A. Gruenstein, L. Cavedon, J. Niekrasz, D. Widdows, and S. Peters, 8/2004.
- Trainable Sentence Planning for Complex Information Presentation in Spoken Dialog Systems, A. Stent, R. Prasad, and M. Walker, 8/2004.
- Learning to Extract Signature and Reply Lines from Email, V. Carvalho and W. Cohen, 8/2004.
- Machine Learning for Online Query Relaxation, I. Muslea, 8/2004.
- SEMEX: Toward On-the-Fly Personal Information Integration, X. Dong, A. Halevy, E. Nemes, S. Sigurdsson, and P. Domingos, 8/2004.
- Kernel Conditional Random Fields: Representation, Clique Selection, and Semi-Supervised Learning, J. Lafferty, Y. Liu, and X. Zhu, 9/2004.
- A Frame Level Boosting Training Scheme for Acoustic Modeling, R. Zhang and A. Rudnicky, 9/2004.
- Optimizing Boosting with Discriminative Criteria, R. Zhang and A. Rudnicky, 9/2004.
- Four-Layer Categorization Scheme of Fast GMM Computation Techniques in Large Vocabulary Continuous Speech Recognition Systems, A. Chan, J. Sherwani, R. Mosur, and A. Rudnicky, 9/2004.
- Apply N-Best List Re-Ranking to Acoustic Model Combinations of Boosting Training, R. Zhang and A. Rudnicky, 9/2004.
- Using Simple Speech–Based Features to Detect the State of a Meeting and the Roles of the Meeting Participants, S. Banerjee and A. Rudnicky, 9/2004.
- Distributed Algorithms for DCOP: A Graphical Game-Based Approach, R. Maheswaran, J. Pearce, M. Tambe, 9/2004.
- Adjustable Autonomy in the Context of Coordination, P. Scerri, K. Sycara, M. Tambe, 9/2004.
- Opportunity Knocks: a System to Provide Cognitive Assistance with Transportation Services, D. Patterson, L. Liao, K. Gajos, M. Collier, N. Livic, K. Olson, S. Wang, D. Fox, and H. Kautz, 9/2004.
- Dialogue Structure and Pronoun Resolution, J. Tetreault and J. Allen, 9/2004.
- Segmentation and Classification of Meetings using Multiple Information Streams, P. Rybski, S. Banerjee, F. de la Torre, C. Vallespi, A. Rudnicky, and M. Veloso, 10/2004.
- Demo: A Multimodal Learning Interface for Sketch, Speak and Point Creation of a Schedule Chart, E. Kaiser, D. Demirdjian, A. Gruenstein, X. Li, J. Niekrasz, M. Wesson, and S. Kumar, 10/2004.
- Explaining Answers from the Semantic Web: The Inference Web Approach, D. McGuinness and P. Pinheiro da Silva., 10/2004.
- Trusting Answers on the Web, D. McGuinness and P. Pinheiro da Silva., 10/2004.
- When Do We Interact Multimodally? Cognitive Load and Multimodal Communication Patterns, S. Oviatt, R. Coulston, and Rebecca Lunsford, 10/2004.
- Dynamic New Vocabulary Enrollment through Handwriting and Speech in a Multimodal Scheduling Application, E. Kaiser, 10/2004.
- Learning syntactic patterns for automatic hypernym discovery, R. Snow, D. Jurafsky and A. Ng, 12/2004.
- Online bounds for Bayesian algorithms, S. Kakade and A. Ng, 12/2004.
- Co-Training and Expansion: Towards Bridging Theory and Practice, A. Blum, M-F. Balcan, and K. Yang, 12/2004.
