Direct-bridge combination scenario for Persian-Spanish low-resource statistical machine translation

Benyamin Ahmadnia; Javier Serrano; Gholamreza Haffari; Nik Mohammad Balouchzahi

doi:10.1007/978-3-030-01204-5_7

Direct-bridge combination scenario for Persian-Spanish low-resource statistical machine translation

Benyamin Ahmadnia^*, Javier Serrano, Gholamreza Haffari, Nik Mohammad Balouchzahi

^*Corresponding author for this work

Research output: Contribution to journal › Article › Research › peer-review

3 Citations (Scopus)

Abstract

This paper investigates the idea of making effective use of bridge language technique to respond to minimal parallel-resource data set bottleneck reality to improve translation quality in the case of Persian-Spanish low-resource language pair using a well-resource language such as English as the bridge one. We apply the optimized direct-bridge combination scenario to enhance the translation performance. We analyze the effects of this scenario on our case study.

Original language	American English
Pages (from-to)	67-78
Number of pages	12
Journal	Communications in Computer and Information Science
DOIs	https://doi.org/10.1007/978-3-030-01204-5_7
Publication status	Published - 1 Jan 2018

Keywords

Bridge language technique
Low-resource languages
Statistical Machine Translation

Access to Document

10.1007/978-3-030-01204-5_7

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