Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2006

  1. Adaptive Blocking: Learning to Scale Up Record Linkage
    [Details] [PDF]
    Mikhail Bilenko, Beena Kamath, Raymond J. Mooney
    In Proceedings of the Sixth IEEE International Conference on Data Mining (ICDM-06), 87--96, Hong Kong, December 2006.
  2. Fast and Effective Worm Fingerprinting via Machine Learning
    [Details] [PDF]
    Stewart Yang, Jianping Song, Harish Rajamani, Taewon Cho, Yin Zhang and Raymond Mooney
    In Proceedings of the 3rd IEEE International Conference on Autonomic Computing (ICAC-2006), Dublin, Ireland, June 2006. Poster Session.
  3. Learnable Similarity Functions and Their Application to Record Linkage and Clustering
    [Details] [PDF]
    Mikhail Bilenko
    PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, August 2006. 136 pages.
  4. Learning Language from Perceptual Context: A Challenge Problem for AI
    [Details] [PDF]
    Raymond J. Mooney
    In Proceedings of the 2006 AAAI Fellows Symposium, Boston, MA, July 2006.
  5. Using String-Kernels for Learning Semantic Parsers
    [Details] [PDF] [Slides]
    Rohit J. Kate and Raymond J. Mooney
    In ACL 2006: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL, 913-920, Morristown, NJ, USA, 2006. Association for Computational Linguistics.
  6. Discriminative Reranking for Semantic Parsing
    [Details] [PDF]
    Ruifang Ge and Raymond J. Mooney
    In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING/ACL-06), Sydney, Australia, July 2006.
  7. Transfer Learning with Markov Logic Networks
    [Details] [PDF]
    Lilyana Mihalkova and Raymond Mooney
    In Proceedings of the ICML-06 Workshop on Structural Knowledge Transfer for Machine Learning, Pittsburgh, PA, June 2006.
  8. Integrating Co-occurrence Statistics with Information Extraction for Robust Retrieval of Protein Interactions from Medline
    [Details] [PDF]
    Razvan Bunescu, Raymond Mooney, Arun Ramani and Edward Marcotte
    In Proceedings of the HLT-NAACL Workshop on Linking Natural Language Processing and Biology (BioNLP'06), 49-56, New York, NY, June 2006.
  9. Learning for Semantic Parsing with Statistical Machine Translation
    [Details] [PDF]
    Yuk Wah Wong and Raymond J. Mooney
    In Proceedings of Human Language Technology Conference / North American Chapter of the Association for Computational Linguistics Annual Meeting (HLT-NAACL-06), 439-446, New York City, NY, 2006.
  10. Using Encyclopedic Knowledge for Named Entity Disambiguation
    [Details] [PDF]
    Razvan Bunescu and Marius Pasca
    In Proceesings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), 9-16, Trento, Italy, 2006.
  11. Learning Semantic Parsers Using Statistical Syntactic Parsing Techniques
    [Details] [PDF]
    Ruifang Ge
    2006. Doctoral Dissertation Proposal, University of Texas at Austin" , year="2006.
  12. Fast and Effective Worm Fingerprinting via Machine Learning
    [Details] [PDF]
    Stewart Yang, Jianping Song, Harish Rajamani, Taewon Cho, Yin Zhang and Raymond Mooney
    Technical Report AI-06-335, Artificial Intelligence Lab, The University of Texas at Austin, August 2006. This is a longer version of our ICAC-2006 paper.
  13. Probabilistic Semi-Supervised Clustering with Constraints
    [Details] [PDF]
    Sugato Basu, Mikhail Bilenko, Arindam Banerjee and Raymond J. Mooney
    In O. Chapelle and B. Sch{"{o}}lkopf and A. Zien, editors, Semi-Supervised Learning, Cambridge, MA, 2006. MIT Press.
  14. Subsequence Kernels for Relation Extraction
    [Details] [PDF]
    Razvan Bunescu and Raymond J. Mooney
    In Submitted to the Ninth Conference on Natural Language Learning (CoNLL-2005), Ann Arbor, MI, July 2006. Available at url{http://www.cs.utexas.edu/users/ml/publication/ie.html}.
  15. Using Active Relocation to Aid Reinforcement Learning
    [Details] [PDF]
    Lilyana Mihalkova and Raymond Mooney
    In Prodeedings of the 19th International FLAIRS Conference (FLAIRS-2006), 580-585, Melbourne Beach, FL, May 2006.