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Abstract: This paper presents a constraint-based morphological disambiguation approach that uses unsupervised learning component to discover some of the constraints it uses. It is specifically applicable to languages with productive inflectional and derivational morphological processes, such as Turkish, where morphological ambiguity has a rather different nature than that found in languages like English. Our approach starts with a set of corpus-independent hand-crafted rules that reduce morphological... (Update)
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BibTeX entry: (Update)
@misc{ oflazer-unsupervised,
author = "Kemal Oflazer and Gökhan Tür",
title = "Unsupervised Learning in Constraint-based Morphological Disambiguation",
url = "citeseer.ist.psu.edu/oflazer96unsupervised.html" }
Citations (may not include all citations):265 A simple-rule based part-of-speech tagger - Brill - 1992
263 A stochastic parts program and a noun phrase parser for unre.. (context) - Church - 1988
167 A practical part-of-speech tagger - Cutting, Kupiec et al. - 1992
94 Grammatical category disambiguation by statistical optimizat.. - DeRose - 1988
88 Constraint Grammar-A Language-- Independent System for Parsi.. (context) - Karlsson, Voutilainen et al. - 1995
79 Some advances in rule-based part of speech tagging (context) - Brill - 1994
53 Unsupervised learning of disambiguation rules for part of sp.. - Brill - 1995
32 Ambiguity resolution in a reductionistic parser - Voutilainen, Tapanainen - 1993
18 Morphological disambiguation (context) - Voutilainen - 1995
16 Constraint Grammar of English (context) - Voutilainen, Heikkila et al. - 1992
11 A syntax-based part-of-speech analyzer (context) - Voutilainen - 1995
7 Learning morpho-lexical probabilities from an untagged corpu.. - Levinger, Ornan et al. - 1995
5 Palo Alto Research Center-- Technical Report (context) - Karttunen, compiler - 1993
4 Tagging and morphological disambiguation of Turkish text (context) - Oflazer, Kuruoz - 1994
4 Tagging and morphological disambiguation of Turkish text (context) - Kuruoz - 1994
[Article contains additional citations not shown here]
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