Projecting dependency syntax labels from English into Vietnamese in English-Vietnamese bilingual corpus. (26th June 2020)

• Record Type: Journal Article
• Authors: Tran, Phuoc; Duong, Van-Deo; Dinh, Dien; Vo, Bay; Nguyen, Huu; Nguyen, Long H.B.
• Is Part Of: International journal of intelligent information and database systems. Volume 13:Number 1(2020)
• Page Start: 17
• Page End: 32
• Publication Date: 2020-06-26
• Subjects: natural language processing -- projecting dependency syntax -- English-Vietnamese bilingual corpus; Database management -- Computer programs -- Periodicals; Information retrieval -- Computer programs -- Periodicals; Information storage and retrieval systems -- Computer programs -- Periodicals; Artificial intelligence -- Periodicals; Expert systems (Computer science) -- Periodicals; Intelligent agents (Computer software) -- Periodicals; 006.33
• Languages: English
• ISSNs: 1751-5858

Abstract

In natural language processing, the corpora play an important role, particularly labelled corpora, such as labelled part-of-speech corpora, labelled component syntax corpora, and labelled dependency syntax corpora. These labelled corpora are used for corpus-based research and give higher quality results than the non-labelled. In this paper, we have conducted a Vietnamese dependency label tagger based on English-Vietnamese bilingual corpus, in which English was tagged with dependency labels. The experimental results show that our method produces a high tagging result with LAS measurement of 73.5% and UAS measurement of 81.7%.