David M. Magerman's Publications

Contact Information:

E-mail: magerman@cs.stanford.edu
Tel: (516) 246-5550 / FAX: (516) 246-5761

PUBLICATIONS

  • Statistical Decision-Tree Models for Parsing. David M. Magerman, in Proceedings, ACL Conference, June, 1995.
  • Review of Eugene Charniak's Statistical Language Learning. David M. Magerman. To appear in Computational Linguistics, 21(2). March 1995.
  • Decision Tree Parsing Using a Hidden Derivation Model. Fred Jelinek, John Lafferty, David M. Magerman, Robert Mercer, Salim Roukos, in Proceedings, DARPA Speech and Natural Language Workshop, March, 1994.
  • Natural Language Parsing as Statistical Pattern Recognition. David M. Magerman. Doctoral dissertation, February 1994.
  • Parsing as Statistical Pattern Recognition. David M. Magerman. IBM Technical Report No. 19443. December 1993.
  • Towards Successful Parsing of English. Ezra Black, Roger Garside, David M. Magerman, Salim Roukos. Chapter 7 of Statistically-Driven Computer Grammars of English: The IBM/Lancaster Approach (Ezra Black, Roger Garside, Geoffrey Leech, editors), June, 1993
  • Efficiency, Robustness, and Accuracy in Picky Chart Parsing. David M. Magerman and Carl Weir, in Proceedings, ACL Conference, July, 1992.
  • Towards History-based Grammars: Using Richer Models for Probabilistic Parsing. Ezra Black, Fred Jelinek, John Lafferty, David M. Magerman, Robert Mercer, Salim Roukos, in Proceedings, DARPA Speech and Natural Language Workshop, February, 1992.
  • Probabilistic Prediction and Picky Chart Parsing. David M. Magerman and Carl Weir, in Proceedings, DARPA Speech and Natural Language Workshop, February, 1992.
  • Everything You Always Wanted to Know About Probability Theory But Were Afraid To Ask David M. Magerman. Unpublished manuscript.
  • Pearl: A Probabilistic Chart Parser. David M. Magerman and Mitchell P. Marcus, in Proceedings, European ACL, April, 1991. Also published in Proceedings, Second International Workshop for Parsing Technologies, February, 1991.
  • Grammar Learning using Generalized Mutual Information. David M. Magerman, invited talk at AAAI Symposium on Machine Learning of Natural Language and Ontology, March, 1991.
  • Parsing the Voyager Corpus with Pearl. David M. Magerman and Mitchell P. Marcus, in Proceedings, DARPA Speech and Natural Language Workshop, February, 1991.
  • Parsing a Natural Language Using Mutual Information Statistics. David M. Magerman and Mitchell P. Marcus, in Proceedings, Eight National Conference on Artificial Intelligence, August, 1990.
  • Deducing Linguistic Structure from Very Large Corpora. Eric Brill, David M. Magerman, Mitchell P. Marcus, and Beatrice Santorini, in Proceedings, Speech and Natural Language Workshop, June, 1990.
  • Training and Evaluation of a Spoken Language Understanding System. Deborah A. Dahl, Lynette Hirschman, Lewis M. Norton, Marcia C. Linebarger, David M. Magerman, Nghi Nguyen, Catherine N. Ball, in Proceedings, DARPA Speech and Natural Language Workshop, June, 1990.
  • Management and Evaluation of Interactive Dialog in the Air Travel Domain. Lewis M. Norton, Deborah A. Dahl, Donald P. McKay, Lynette Hirschman, Marcia C. Linebarger, David M. Magerman, Catherine N. Ball, in Proceedings, Speech and Natural Language Workshop, June, 1990.
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