Lexicon+TX: Rapid Construction of a Multilingual Lexicon with Under-Resourced Languages

Lian, Tze Lim and Lay-Ki, Soon and Tek, Yong Lim and Enya, Kong Tang and Bali, Ranaivo-Malançon (2013) Lexicon+TX: Rapid Construction of a Multilingual Lexicon with Under-Resourced Languages. Language Resources and Evaluation, 48 (3). ISSN 1574-0218

Lexicon+TX Rapid Construction of a Multilingual Lexicon (abstract).pdf

Download (67kB) | Preview
Official URL: http://linkspringer.com/article/10.1007/S10579-013...


Most efforts at automatically creating multilingual lexicons require input lexical resources with rich content (e.g. semantic networks, domain codes, semantic categories) or large corpora. Such material is often unavailable and difficult to construct for under-resourced languages. In some cases, particularly for some ethnic languages, even unannotated corpora are still in the process of collection. We show how multilingual lexicons with under-resourced languages can be constructed using simple bilingual translation lists, which are more readily available. The prototype multilingual lexicon developed comprise six member languages: English, Malay, Chinese, French, Thai and Iban, the last of which is an under-resourced language in Borneo. Quick evaluations showed that 91.2% of 500 random multilingual entries in the generated lexicon require minimal or no human correction.

Item Type: Article
Uncontrolled Keywords: Multilingual lexicon, Under-resourced languages, Lexicon+TX, Malays, Iban, Universiti Malaysia Sarawak, UNIMAS, IPTA, education, sarawak, malaysia, kuching, samarahan, universiti, university
Subjects: T Technology > T Technology (General)
Divisions: Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology
Depositing User: Karen Kornalius
Date Deposited: 24 Oct 2014 07:47
Last Modified: 23 Mar 2015 06:38
URI: http://ir.unimas.my/id/eprint/5208

Actions (For repository members only: login required)

View Item View Item