Publications: 2006
- 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.
- 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.
- 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.
- 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.
- Using String-Kernels for Learning Semantic Parsers
[Details] [PDF] [Slides (PPT)]
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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Learning Semantic Parsers Using Statistical Syntactic Parsing Techniques
[Details] [PDF]
Ruifang Ge
2006. Doctoral Dissertation Proposal, University of Texas at Austin" , year="2006.
- 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.
- 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.
- Subsequence Kernels for Relation Extraction
[Details] [PDF]
Razvan Bunescu and Raymond J. Mooney
In Y. Weiss, B. Schoelkopf, J. Platt, editors, Advances in Neural Information Processing Systems, Vol. 18: Proceedings of the 2005 Conference (NIPS), 2006.
- 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.
