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            <title>Proceedings of the Eighth Conference on Machine Translation</title>
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    <abstract>This paper describes the transformer-based Neural Machine translation (NMT) system for the Low-Resource Indic Language Translation task for the English-Manipuri language pair submitted by the Centre for Natural Language Processing in National Institute of Technology Silchar, India (NITS-CNLP) in the WMT 2023 shared task. The model attained an overall BLEU score of 22.75 and 26.92 for the English to Manipuri and Manipuri to English translations respectively. Experimental results for English to Manipuri and Manipuri to English models for character level n-gram F-score (chrF) of 48.35 and 48.64, RIBES of 0.61 and 0.65, TER of 70.02 and 67.62, as well as COMET of 0.70 and 0.66 respectively are reported.</abstract>
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%0 Conference Proceedings
%T NITS-CNLP Low-Resource Neural Machine Translation Systems of English-Manipuri Language Pair
%A Singh, Kshetrimayum Boynao
%A Ningthoujam, Avichandra Singh
%A Sanayai Meetei, Loitongbam
%A Bandyopadhyay, Sivaji
%A Singh, Thoudam Doren
%Y Koehn, Philipp
%Y Haddow, Barry
%Y Kocmi, Tom
%Y Monz, Christof
%S Proceedings of the Eighth Conference on Machine Translation
%D 2023
%8 December
%I Association for Computational Linguistics
%C Singapore
%F singh-etal-2023-nits
%X This paper describes the transformer-based Neural Machine translation (NMT) system for the Low-Resource Indic Language Translation task for the English-Manipuri language pair submitted by the Centre for Natural Language Processing in National Institute of Technology Silchar, India (NITS-CNLP) in the WMT 2023 shared task. The model attained an overall BLEU score of 22.75 and 26.92 for the English to Manipuri and Manipuri to English translations respectively. Experimental results for English to Manipuri and Manipuri to English models for character level n-gram F-score (chrF) of 48.35 and 48.64, RIBES of 0.61 and 0.65, TER of 70.02 and 67.62, as well as COMET of 0.70 and 0.66 respectively are reported.
%R 10.18653/v1/2023.wmt-1.92
%U https://aclanthology.org/2023.wmt-1.92
%U https://doi.org/10.18653/v1/2023.wmt-1.92
%P 967-971

Markdown (Informal)

[NITS-CNLP Low-Resource Neural Machine Translation Systems of English-Manipuri Language Pair](https://aclanthology.org/2023.wmt-1.92) (Singh et al., WMT 2023)

• NITS-CNLP Low-Resource Neural Machine Translation Systems of English-Manipuri Language Pair (Singh et al., WMT 2023)

ACL

• Kshetrimayum Boynao Singh, Avichandra Singh Ningthoujam, Loitongbam Sanayai Meetei, Sivaji Bandyopadhyay, and Thoudam Doren Singh. 2023. NITS-CNLP Low-Resource Neural Machine Translation Systems of English-Manipuri Language Pair. In Proceedings of the Eighth Conference on Machine Translation, pages 967–971, Singapore. Association for Computational Linguistics.