Grammatical category disambiguation by statistical optimization
Computational Linguistics
Self-organized language modeling for speech recognition
Readings in speech recognition
Word sense disambiguation using a second language monolingual corpus
Computational Linguistics
A stochastic parts program and noun phrase parser for unrestricted text
ANLC '88 Proceedings of the second conference on Applied natural language processing
A practical part-of-speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
Two languages are more informative than one
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Constraint grammar as a framework for parsing running text
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 3
Word-sense disambiguation using statistical models of Roget's categories trained on large corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Morphological Disambiguation for Hebrew Search Systems
NGIT '99 Proceedings of the 4th International Workshop on Next Generation Information Technologies and Systems
Hebrew Computational Linguistics: Past and Future
Artificial Intelligence Review
Statistical morphological disambiguation for agglutinative languages
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
An HMM approach to vowel restoration in Arabic and Hebrew
SEMITIC '02 Proceedings of the ACL-02 workshop on Computational approaches to semitic languages
A morphological, syntactic and semantic search engine for Hebrew texts
SEMITIC '02 Proceedings of the ACL-02 workshop on Computational approaches to semitic languages
An unsupervised morpheme-based HMM for hebrew morphological disambiguation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Context-based morphological disambiguation with random fields
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Learning morphological disambiguation rules for Turkish
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
TAGARAB: a fast, accurate Arabic name recognizer using high-precision morphological analysis
Semitic '98 Proceedings of the Workshop on Computational Approaches to Semitic Languages
Semitic '09 Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
Choosing an optimal architecture for segmentation and POS-tagging of modern Hebrew
Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
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This paper proposes a new approach for acquiring morpho-lexical probabilities from an untagged corpus. This approach demonstrates a way to extract very useful and nontrivial information from an untagged corpus, which otherwise would require laborious tagging of large corpora. The paper describes the use of these morpho-lexical probabilities as an information source for morphological disambiguation in Hebrew. The suggested method depends primarily on the following property: a lexical entry in Hebrew may have many different word forms, some of which are ambiguous and some of which are not. Thus, the disambiguation of a given word can be achieved using other word forms of the same lexical entry. Even though it was originally devised and implemented for dealing with the morphological ambiguity problem in Hebrew, the basic idea can be extended and used to handle similar problems in other languages with rich morphology.