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        <title>WMT 2025 CreoleMT Systems Description : Martinican Creole and French</title>
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        <namePart type="given">Ludovic</namePart>
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            <title>Proceedings of the Tenth Conference on Machine Translation</title>
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            <namePart type="given">Barry</namePart>
            <namePart type="family">Haddow</namePart>
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            <namePart type="given">Tom</namePart>
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            <namePart type="given">Christof</namePart>
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    <abstract>This paper describes our submissions to the constrained subtask of the WMT25 Creole Machine Translation shared task. We participated with a bidirectional Martinican Creole – French system. Our work explores training-time strategies tailored for low-resource MT, including LoRA fine-tuning, curriculum sampling, gradual unfreezing, and multitask learning. We report competitive results against the baseline on both translation directions.</abstract>
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        <url>https://aclanthology.org/2025.wmt-1.94/</url>
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%0 Conference Proceedings
%T WMT 2025 CreoleMT Systems Description : Martinican Creole and French
%A Mompelat, Ludovic
%Y Haddow, Barry
%Y Kocmi, Tom
%Y Koehn, Philipp
%Y Monz, Christof
%S Proceedings of the Tenth Conference on Machine Translation
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-341-8
%F mompelat-2025-wmt
%X This paper describes our submissions to the constrained subtask of the WMT25 Creole Machine Translation shared task. We participated with a bidirectional Martinican Creole – French system. Our work explores training-time strategies tailored for low-resource MT, including LoRA fine-tuning, curriculum sampling, gradual unfreezing, and multitask learning. We report competitive results against the baseline on both translation directions.
%U https://aclanthology.org/2025.wmt-1.94/
%P 1198-1200

Markdown (Informal)

[WMT 2025 CreoleMT Systems Description : Martinican Creole and French](https://aclanthology.org/2025.wmt-1.94/) (Mompelat, WMT 2025)

• WMT 2025 CreoleMT Systems Description : Martinican Creole and French (Mompelat, WMT 2025)

ACL

• Ludovic Mompelat. 2025. WMT 2025 CreoleMT Systems Description : Martinican Creole and French. In Proceedings of the Tenth Conference on Machine Translation, pages 1198–1200, Suzhou, China. Association for Computational Linguistics.