2024
DOI: 10.1017/nlp.2024.20
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Improving neural machine translation by integrating transliteration for low-resource English–Assamese language

Basab Nath,
Sunita Sarkar,
Somnath Mukhopadhyay
et al.

Abstract: In machine translation (MT), one of the challenging tasks is to translate the proper nouns and technical terms from the source language to the target language while preserving the phonetic equivalent of original term. Machine transliteration, an essential part of MT systems, plays a vital role in handling proper nouns and technical terms. In this paper, a hybrid attention-based encoder–decoder machine transliteration system is proposed for the low-resource English to the Assamese language. In this work, the pr… Show more

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