Dissertation
Learning for Semantic Parsing with Kernels under Various Forms of Supervision
[Abstract] [PDF]
Rohit J. Kate
Ph.D. Thesis, Department of Computer Sciences, University of Texas at Austin, August 2007.

Refereed Publications

A Dependency-based Word Subsequence Kernel
[Abstract] [PDF]
Rohit J. Kate
To appear in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), Waikiki, Honolulu, Hawaii, October 2008.

Transforming Meaning Representation Grammars to Improve Semantic Parsing
[Abstract] [PDF]
Rohit J. Kate
In Proceedings of the Twelfth Conference on Computational Natural Language Learning (CoNLL 2008), pp. 33-40, Manchester, UK, August 2008.

Learning Language Semantics form Ambiguous Supervision
[Abstract] [PDF]
Rohit J. Kate and Raymond J. Mooney
In Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI 2007), pp. 895-900, Vancouver, Canada, July 2007.

Semi-Supervised Learning for Semantic Parsing using Support Vector Machines
[Abstract] [PDF]
Rohit J. Kate and Raymond J. Mooney
In Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (NAACL/HLT-2007), pp. 81-84 (short paper), Rochester, NY, April 2007.

Using String-Kernels for Learning Semantic Parsers
[Abstract] [PDF]
Rohit J. Kate and Raymond J. Mooney
In Proceedings of the Joint 21st International Conference on Computational Linguistics and 44th Annual Meeting of Association for Computational Linguistics (COLING/ACL 2006), pp. 913-920, Sydney, Australia, July 2006.

Learning to Transform Natural to Formal Languages
 [Abstract] [PDF]
Rohit J. Kate, Yuk Wah Wong, Raymond J. Mooney
Proceedings of the Twentieth National Conference on Artificial Intelligence (AAAI-05), pp. 1062--1068, Pittsburgh, PA, July 2005.

Comparative Experiments on Learning Information Extractors for Proteins and their Interactions
[Abstract] [PDF]
Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Edward M. Marcotte, Raymond J. Mooney, Arun Kumar Ramani, and Yuk Wah Wong
Artificial Intelligence in Medicine (Special issue on Summarization and Information Extraction from Medical Documents), 33, 2 (2005), pp. 139-155.

Learning to Extract Proteins and their Interactions from Medline Abstracts
[Abstract] [PDF]
Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Raymond J. Mooney, Yuk Wah Wong, Edward M. Marcotte and Arun Kumar Ramani
Proceedings of the ICML-2003 Workshop on Machine Learning in Bioinformatics, pp.46-53, Washington DC, August 2003.

Towards an Automated Approach for View-Dependent Geometry
Rohit Jaivant Kate, Prem Kalra, Subhashis Banerjee
International Journal of Image and Graphics,
Vol. 2, No. 3, pp. 413-423, July, 2002.

Audio Driven Facial Animation for Audio-Visual Reality
Faruquie T.A., Kapoor A., Kate R., Rajput N., Subramaniam L.V.
ICME 2001, Proceedings of IEEE International Conference on Multimedia and
Expo 2001, Tokyo, Japan, 22nd-25th August, 2001.

Unrefereed

Kernel-based Approach to Learning Semantic Parsers
[Abstract] [PDF]
Rohit J. Kate
Ph.D. proposal, Department of Computer Sciences, University of Texas at Austin, November 2005. 34 pages.

Learning Transformation Rules for Semantic Parsing
[Abstract] [PDF]
Rohit J. Kate, Yuk Wah Wong, Ruifang Ge, and Raymond J. Mooney
Unpublished Technical Note, April 2004.

Terrain Visualization (a computational geometry algorithm for visualizing 3D geometric terrains)
B.Tech. thesis: Rohit J. Kate and Amar Singhal
Supervisor: Prof. Sanjiv Kapoor, completed May 2000.