OASIcs.SLATE.2012.267.pdf
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Investigating the Possibilities of Using SMT for Text Annotation
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1st Symposium on Languages, Applications and Technologies (SLATE 2012)
Series: Open Access Series in Informatics (OASIcs)
Conference: Symposium on Languages, Applications and Technologies (SLATE) - License:
Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license
- Publication Date: 2012-06-21
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László Laki. Investigating the Possibilities of Using SMT for Text Annotation. In 1st Symposium on Languages, Applications and Technologies. Open Access Series in Informatics (OASIcs), Volume 21, pp. 267-283, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
https://doi.org/10.4230/OASIcs.SLATE.2012.267
Abstract
In this paper I examine the applicability of SMT methodology for part-of-speech disambiguation and lemmatization in Hungarian. After the baseline system was created, different methods and possibilities were used to improve the efficiency of the system. I also applied some methods to decrease the size of the target dictionary and to find a proper solution to handle out-of-vocabulary words. The results show that such a light-weight system performs comparable results to other state-of-the-art systems.
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Keywords
- SMT
- POS-tagging
- Lemmatization
- Target language set
- OOV
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