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John M. Zelle
Ph.D. Alumni
Email:
john zelle [at] wartburg edu
Homepage:
http://mcsp.wartburg.edu/zelle/
Publications
[Expand to show all 14]
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An Inductive Logic Programming Method for Corpus-based Parser Construction
1997
John M. Zelle and Raymond J. Mooney, unpublished. Unpublished Technical Note.
Comparative Results on Using Inductive Logic Programming for Corpus-based Parser Construction
1996
John M. Zelle and Raymond J. Mooney, In
Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing
, Stefan Wermter and Ellen Riloff and Gabriela Scheler (Eds.), pp. 355-369, Berlin 1996. Spri...
Learning to Parse Database Queries using Inductive Logic Programming
1996
John M. Zelle and Raymond J. Mooney, In
AAAI/IAAI
, pp. 1050-1055, Portland, OR, August 1996. AAAI Press/MIT Press.
A Comparison of Two Methods Employing Inductive Logic Programming for Corpus-based Parser Constuction
1995
John M. Zelle and Raymond J. Mooney, In
Working Notes of the IJCAI-95 Workshop on New Approaches to Learning for Natural Language Processing
, pp. 79--86, Montreal, Quebec, Canada, August 1995.
Inducing Logic Programs without Explicit Negative Examples
1995
John M. Zelle, Cynthia A. Thompson, Mary Elaine Califf, and Raymond J. Mooney, In
Proceedings of the Fifth International Workshop on Inductive Logic Programming (ILP-95)
, pp. 403-416, Leuven, Belgium 1995.
Using Inductive Logic Programming to Automate the Construction of Natural Language Parsers
1995
John M. Zelle, PhD Thesis, Department of Computer Sciences, The University of Texas at Austin.
Combining Top-Down And Bottom-Up Techniques In Inductive Logic Programming
1994
John M. Zelle, Raymond J. Mooney, and Joshua B. Konvisser, In
Proceedings of the Eleventh International Workshop on Machine Learning (ML-94)
, pp. 343--351, Rutgers, NJ, July 1994.
Inducing Deterministic Prolog Parsers From Treebanks: A Machine Learning Approach
1994
John M. Zelle and Raymond J. Mooney,
Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)
(1994), pp. 748--753.
Integrating ILP and EBL
1994
Raymond J. Mooney and John M. Zelle,
Sigart Bulletin (special issue on Inductive Logic Programmming)
, Vol. 5, 1 (1994), pp. 12-21.
Combining FOIL and EBG to Speed-Up Logic Programs
1993
John M. Zelle and Raymond J. Mooney, In
Proceedings of the 13th International Joint Conference on Artificial Intelligence
, pp. 1106-1111 1993. San Francisco, CA: Morgan Kaufmann.
Learning Search-Control Heuristics for Logic Programs: Applications to Speedup Learning and Language Acquisition
1993
John M. Zelle, unpublished. Ph.D. proposal, Department of Computer Sciences, University of Texas at Austin.
Learning Semantic Grammars With Constructive Inductive Logic Programming
1993
John M. Zelle and Raymond J. Mooney, In
Proceedings of the 11th National Conference on Artificial Intelligence
, pp. 817-822 1993. Menlo Park, CA: AAAI Press.
Growing Layers of Perceptrons: Introducing the Extentron Algorithm
1992
Paul T. Baffes and John M. Zelle, In
Proceedings of the 1992 International Joint Conference on Neural Networks
, pp. 392--397, Baltimore, MD, June 1992.
Speeding-up Logic Programs by Combining EBG and FOIL
1992
John M. Zelle and Raymond J. Mooney, In
Proceedings of the 1992 Machine Learning Workshop on Knowledge Compilation and Speedup Learning
, Aberdeen, Scotland, July 1992.
Labs
Formerly affiliated with
Machine Learning