A new approach to word sense disambiguation
作者： Rebecca Bruce , Janyce Wiebe
关键词: Schema (psychology) 、 Artificial intelligence 、 Noun 、 Word-sense disambiguation 、 Joint probability distribution 、 Natural language processing 、 Computer science
摘要: This paper presents and evaluates models created according to a schema that provides description of the joint distribution values sense tags contextual features is potentially applicable wide range content words. The are evaluated through series experiments, results which suggest particularly well suited nouns but it also words in other syntactic categories.
aclweb.org
core.ac.uk 参考文章(14)
Patrick Hanks, Kenneth Ward Church, Word association norms, mutual information, and lexicography Computational Linguistics. ,vol. 16, pp. 22- 29 ,(1990) , 10.5555/89086.89095
F. Jelinek, Interpolated estimation of Markov source parameters from sparse data Proc. Workshop on Pattern Recognition in Practice, 1980. pp. 381- 397 ,(1980)
William A. Gale, Kenneth W. Church, David Yarowsky, A method for disambiguating word senses in a large corpus Computers and The Humanities. ,vol. 26, pp. 415- 439 ,(1992) , 10.1007/BF00136984
David Yarowsky, Word-sense disambiguation using statistical models of Roget's categories trained on large corpora Proceedings of the 14th conference on Computational linguistics -. ,vol. 2, pp. 454- 460 ,(1992) , 10.3115/992133.992140
David Yarowsky, One sense per collocation Proceedings of the workshop on Human Language Technology - HLT '93. pp. 266- 271 ,(1993) , 10.3115/1075671.1075731
A. P. Dempster, N. M. Laird, D. B. Rubin, Maximum Likelihood from Incomplete Data Via theEMAlgorithm Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 39, pp. 1- 22 ,(1977) , 10.1111/J.2517-6161.1977.TB01600.X
Kenneth W. Church, William A. Gale, A comparison of the enhanced Good-Turing and deleted estimation methods for estimating probabilities of English bigrams Computer Speech & Language. ,vol. 5, pp. 19- 54 ,(1991) , 10.1016/0885-2308(91)90016-J
Yvonne M Bishop, Stephen E Fienberg, Paul W Holland, None, Discrete Multivariate Analysis: Theory and Practice ,(1975)
Rebecca Bruce, Janyce Wiebe, Word-sense disambiguation using decomposable models Proceedings of the 32nd annual meeting on Association for Computational Linguistics -. pp. 139- 146 ,(1994) , 10.3115/981732.981752
Peter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, Robert L. Mercer, WORD-SENSE DISAMBIGUATION USING STATISTICAL METHODS meeting of the association for computational linguistics. pp. 264- 270 ,(1991) , 10.3115/981344.981378