Baoulé Related Parallel Corpora for Machine Translation Tasks: Mtbci-1.0

According to the Ethnologue platform, we have 7,164 known living languages in the World, and not all of them have data available over the internet to facilitate Artificial Intelligence (AI) tasks such as Machine Translation (MT). Consequently, there is a need for thorough Data Engineering tasks for most of these languages. Especially, the Baoulé living language normalized as ISO 639-3 (bci) is not yet supported on popular worldwide free translation platform such as Microsoft Translator, nor on the Official Wikipedias. In this paper, we have proposed the "Baoulé Related Parallel Corpora for Machine Translation tasks: mtBCI-1.0" to make parallel Baoulé-related datasets available to the scientific community for AI tasks implying Machine Translation. We have shown that, after a brief presentation of the Baoulé language in the proposed approach, we will focus on the Data Engineering Process itself before providing a baseline proving that the collected data is of scientific interest.

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Publication Details

Journal
International Journal of Computer Science and Information Technology
Published
2024-10-28
DOI
https://doi.org/10.5121/ijcsit.2024.16501
Primary Topic
Natural Language Processing Techniques
Type
article
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article

Baoulé Related Parallel Corpora for Machine Translation Tasks: Mtbci-1.0

Kouassi Konan Jean-Claude
International Journal of Computer Science and Information Technology
Natural Language Processing Techniques
article

Baoulé Related Parallel Corpora for Machine Translation Tasks: Mtbci-1.0

Kouassi Konan Jean-Claude
article en

Abstract

According to the Ethnologue platform, we have 7,164 known living languages in the World, and not all of them have data available over the internet to facilitate Artificial Intelligence (AI) tasks such as Machine Translation (MT). Consequently, there is a need for thorough Data Engineering tasks for most of these languages. Especially, the Baoulé living language normalized as ISO 639-3 (bci) is not yet supported on popular worldwide free translation platform such as Microsoft Translator, nor on the Official Wikipedias. In this paper, we have proposed the "Baoulé Related Parallel Corpora for Machine Translation tasks: mtBCI-1.0" to make parallel Baoulé-related datasets available to the scientific community for AI tasks implying Machine Translation. We have shown that, after a brief presentation of the Baoulé language in the proposed approach, we will focus on the Data Engineering Process itself before providing a baseline proving that the collected data is of scientific interest.

International Journal of Computer Science and Information TechnologyVol. 16(5)
Openalex Percentile: Top 82%
Natural Language Processing Techniques
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Baoulé Related Parallel Corpora for Machine Translation Tasks: Mtbci-1.0 — Kouassi Konan Jean-Claude · International Journal of Computer Science and Information Technology (2024) | TGRS Research Map | TGRS