2026-07-20T05:03:23Z https://drops.dagstuhl.de/oai

oai:drops-oai.dagstuhl.de:3528 2024-03-06T10:28:58Z ddc:004 open_access

Investigating the Possibilities of Using SMT for Text Annotation Laki, László SMT POS-tagging Lemmatization Target language set OOV 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. Schloss Dagstuhl – Leibniz-Zentrum für Informatik László Laki 2012 Is Part Of OASIcs, Volume 21, 1st Symposium on Languages, Applications and Technologies (2012) InProceedings Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/OASIcs.SLATE.2012.267 urn:nbn:de:0030-drops-35285 https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SLATE.2012.267 eng https://creativecommons.org/licenses/by-nc-nd/3.0/legalcode