Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2008

  1. Search Query Disambiguation from Short Sessions
    [Details] [PDF]
    Lilyana Mihalkova and Raymond Mooney
    In Beyond Search: Computational Intelligence for the Web Workshop at NIPS, 2008.
  2. A Dependency-based Word Subsequence Kernel
    [Details] [PDF]
    Rohit J. Kate
    In Proceedings of the conference on Empirical Methods in Natural Language Processing (EMNLP-2008), 400--409, Waikiki, Honolulu, Hawaii, October 2008.
  3. Transforming Meaning Representation Grammars to Improve Semantic Parsing
    [Details] [PDF]
    Rohit J. Kate
    In Proceedings of the Twelfth Conference on Computational Natural Language Learning (CoNLL-2008), 33--40, Manchester, UK, August 2008.
  4. Watch, Listen & Learn: Co-training on Captioned Images and Videos
    [Details] [PDF]
    Sonal Gupta, Joohyun Kim, Kristen Grauman and Raymond Mooney
    In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 457--472, Antwerp Belgium, September 2008.
  5. Discriminative Structure and Parameter Learning for Markov Logic Networks
    [Details] [PDF] [Slides]
    Tuyen N. Huynh and Raymond J. Mooney
    In Proceedings of the 25th International Conference on Machine Learning (ICML), Helsinki, Finland, July 2008.
  6. Learning to Sportscast: A Test of Grounded Language Acquisition
    [Details] [PDF] [Slides] [Video]
    David L. Chen and Raymond J. Mooney
    In Proceedings of the 25th International Conference on Machine Learning (ICML), Helsinki, Finland, July 2008.
  7. Transfer Learning by Mapping with Minimal Target Data
    [Details] [PDF]
    Lilyana Mihalkova and Raymond J. Mooney
    In Proceedings of the AAAI-08 Workshop on Transfer Learning For Complex Tasks, Chicago, IL, July 2008.
  8. Learning to Connect Language and Perception
    [Details] [PDF]
    Raymond J. Mooney
    In Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI), 1598--1601, Chicago, IL, July 2008. Senior Member Paper.