Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2000


Show abstracts
  1. Automated Construction of Database Interfaces: Integrating Statistical and Relational Learning for Semantic Parsing
    [Details] [PDF]
    Lappoon R. Tang and Raymond J. Mooney
    In Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora(EMNLP/VLC-2000), 133-141, Hong Kong, October 2000.
  2. Using Information Extraction to Aid the Discovery of Prediction Rules from Text
    [Details] [PDF]
    Un Yong Nahm and Raymond J. Mooney
    In Proceedings of the Sixth International Conference on Knowledge Discovery and Data Mining (KDD-2000) Workshop on Text Mining, 51--58, Boston, MA, August 2000.
  3. A Mutually Beneficial Integration of Data Mining and Information Extraction
    [Details] [PDF]
    Un Yong Nahm and Raymond J. Mooney
    In Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-00), 627-632, Austin, TX, July 2000.
  4. Integrating Statistical and Relational Learning for Semantic Parsing: Applications to Learning Natural Language Interfaces for Databases
    [Details] [PDF]
    Lappoon R. Tang
    May 2000. Ph.D. proposal, Department of Computer Sciences, University of Texas at Austin.
  5. Content-Based Book Recommending Using Learning for Text Categorization
    [Details] [PDF]
    Raymond J. Mooney and Loriene Roy
    In Proceedings of the Fifth ACM Conference on Digital Libraries, 195-204, San Antonio, TX, June 2000.
  6. Integrating Abduction and Induction in Machine Learning
    [Details] [PDF]
    Raymond J. Mooney
    In P. A. Flach and A. C. Kakas, editors, Abduction and Induction, 181-191, 2000. Kluwer Academic Publishers.
  7. Learning for Semantic Interpretation: Scaling Up Without Dumbing Down
    [Details] [PDF]
    Raymond J. Mooney
    In Workshop Notes for the Workshop on Learning Language in Logic, 7-15, Bled, Slovenia, 2000.