Constituent structure for Filipino: Induction through probabilistic approaches
College
College of Computer Studies
Department/Unit
Software Technology
Document Type
Conference Proceeding
Source Title
Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation, PACLIC 22
First Page
113
Last Page
122
Publication Date
12-1-2008
Abstract
The current state of Philippine linguistic resources, which includes formal grammars, electronic dictionaries and corpora are not yet significant to address industrialstrength language technologies. This paper discusses a computational approach in automatically estimating constituent structures from a corpus using unsupervised probabilistic approaches. Two models are presented and results show an F1 measure of greater than 69%. Issues and phenomena of the Filipino language are identified and discussed. © 2008 by Danniel Alcantara and Allan Borra.
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Recommended Citation
Alcantara, D. L., & Borra, A. (2008). Constituent structure for Filipino: Induction through probabilistic approaches. Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation, PACLIC 22, 113-122. Retrieved from https://animorepository.dlsu.edu.ph/faculty_research/2898
Disciplines
Computer Sciences | Software Engineering
Keywords
Computational linguistics; Filipino language—Context; Electronic dictionaries
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