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    <abstract>This paper presents a Transformer-based Neural Machine Translation (NMT) system developed by the Centre for Natural Language Processing and the Department of Computer Science and Engineering at the National Institute of Technology Silchar, India (NITS-CNLP) for the MultiIndic22MT 2024 Shared Task. The system focused on the English-Manipuri language pair for the WMT24 shared task. The proposed WMT system shows a BLEU score of 6.4, a chrF score of 28.6, and a chrF++ score of 26.6 on the public test set Indic-Conv dataset. Further, in the public test set Indic-Gen dataset, it achieved a BLEU score of 8.1, a chrF score of 32.1, and a chrF++ score of 29.4 on the English-to-Manipuri translation.</abstract>
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%0 Conference Proceedings
%T WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language
%A Singh, Ningthoujam Justwant
%A Singh, Kshetrimayum Boynao
%A Singh, Ningthoujam Avichandra
%A Phijam, Sanjita
%A Singh, Thoudam Doren
%Y Haddow, Barry
%Y Kocmi, Tom
%Y Koehn, Philipp
%Y Monz, Christof
%S Proceedings of the Ninth Conference on Machine Translation
%D 2024
%8 November
%I Association for Computational Linguistics
%C Miami, Florida, USA
%F singh-etal-2024-wmt24
%X This paper presents a Transformer-based Neural Machine Translation (NMT) system developed by the Centre for Natural Language Processing and the Department of Computer Science and Engineering at the National Institute of Technology Silchar, India (NITS-CNLP) for the MultiIndic22MT 2024 Shared Task. The system focused on the English-Manipuri language pair for the WMT24 shared task. The proposed WMT system shows a BLEU score of 6.4, a chrF score of 28.6, and a chrF++ score of 26.6 on the public test set Indic-Conv dataset. Further, in the public test set Indic-Gen dataset, it achieved a BLEU score of 8.1, a chrF score of 32.1, and a chrF++ score of 29.4 on the English-to-Manipuri translation.
%U https://aclanthology.org/2024.wmt-1.73
%P 797-803

Markdown (Informal)

[WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language](https://aclanthology.org/2024.wmt-1.73) (Singh et al., WMT 2024)

• WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language (Singh et al., WMT 2024)

ACL

• Ningthoujam Justwant Singh, Kshetrimayum Boynao Singh, Ningthoujam Avichandra Singh, Sanjita Phijam, and Thoudam Doren Singh. 2024. WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language. In Proceedings of the Ninth Conference on Machine Translation, pages 797–803, Miami, Florida, USA. Association for Computational Linguistics.