Bangla AI: A Framework for Machine Translation Utilizing Large Language
  Models for Ethnic Media
MD Ashraful Goni Fahad Mostafa Kerk F. Kee
Ethnic media, which caters to diaspora communities in host nations, serves as
a vital platform for these communities to both produce content and access
information. Rather than utilizing the language of the host nation, ethnic
media delivers news in the language of the immigrant community. For instance,
in the USA, Bangla ethnic media presents news in Bangla rather than English.
This research delves into the prospective integration of large language models
(LLM) and multi-lingual machine translations (MMT) within the ethnic media
industry. It centers on the transformative potential of using LLM in MMT in
various facets of news translation, searching, and categorization. The paper
outlines a theoretical framework elucidating the integration of LLM and MMT
into the news searching and translation processes for ethnic media.
Additionally, it briefly addresses the potential ethical challenges associated
with the incorporation of LLM and MMT in news translation procedures.