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Type of publication: Straipsnis recenzuojamoje Lietuvos konferencijos medžiagoje / Article in peer-reviewed Lithuanian conference proceedings (P1f)
Field of Science: Informatika / Computer science (N009)
Author(s): Man, Ka Lok;Širvinskas, Raimondas;Medelis, Žygimantas;Krilavičius, Tomas
Title: Language identification for Lithuanian, Russian and Azeri languages
Is part of: Informacinės technologijos : 19-oji tarpuniversitetinė tarptautinė magistrantų ir doktorantų konferencija "Informacinė visuomenė ir universitetinės studijos" (IVUS 2014) : konferencijos pranešimų medžiaga. Kaunas : Technologija, 2014, 19
Extent: p. 167-171
Date: 2014
Keywords: Kalbos atpažinimas;Natural language processing;Machine learning;Language identification;Computer systems
Abstract: Language identification is an important part of Natural Language Processing, because most of techniques are language sensitive, and therefore in multi-language systems language should be identified before further processing steps. Techniques and tools for more popular languages are well defined and are available in commercial and open source tools, but are not defined for less popular languages. In this work we investigate techniques for Lithuanian, Russian and Azeri (Azjerbaijani) languages. Corpora for these and similar languages (Latvian, Ukrainian, Belarusian, Turkish and Turkmen (Turkman) were collected and prepared. Selected approaches were trained. Results were evaluated using precision, recall and F-score
Affiliation(s): Baltijos pažangių technologijų institutas, Vilnius
Informatikos fakultetas
Taikomosios informatikos katedra
Vytauto Didžiojo universitetas
Appears in Collections:3. Konferencijų medžiaga / Conference materials
Universiteto mokslo publikacijos / University Research Publications

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