Use this url to cite publication: https://hdl.handle.net/20.500.12259/58942
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Automatic identification of multi-word expressions for Latvian and Lithuanian
Type of publication
Straipsnis konferencijos medžiagoje kitoje duomenų bazėje / Article in conference proceedings in other databases (P1c)
Author(s)
Baltijos pažangiųjų technologijų institutas, Vilnius. |li | |
Man, Ka Lok | Xian Jiaotong-Liverpool University, China |
Title
Automatic identification of multi-word expressions for Latvian and Lithuanian
Is part of
IMECS 2017 : Engineers and computer scientists: proceedings of the international multiconference, 2017, March 15-17, Hong Kong. Vol. 2. Hong Kong : Newswood Limited, 2017
Date Issued
Date Issued |
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2017 |
Publisher
Hong Kong : Newswood Limited, 2017
Is Referenced by
Extent
p. 706-709
Field of Science
Abstract
We discuss an experiment on automatic identification of bi-gram multiword expressions for Latvian and Lithuanian. As these languages are considered to be underresourced in terms of lexical resources and availability or accuracy of special lexical tools (e.g. POS-tagger, parser), our approach uses raw corpora and combination of lexical association measures and supervised machine learning. We have achieved 92,4% precision and 52,2% recall for Latvian and 95,1% precision and 77,8% recall - for Lithuanian.
Series/Report no.
(Lecture notes in engineering and computer science, 2078-0958)
Type of document
type::text::journal::journal article::research article
Language
Anglų / English (en)
Coverage Spatial
Taivanas / Taiwan Province of China (TW)
Description
ISSN: 2078-0958 (Print); ISSN: 2078-0966 (Online)