GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT

Marta Cozzini; Antoni Oliver; Gonzalo López-Sánchez; Mercè Vàzquez; Patricia Morales-Hurtado; Sergi Alvarez-Vidal

GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT

Marta Cozzini, Antoni Oliver, Gonzalo López-Sánchez, Mercè Vàzquez, Patricia Morales-Hurtado, Sergi Alvarez-Vidal

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Abstract

This work describes the Grial-TA team submission to the constrained track of WMT2026 General Machine Translation Task for the following language pairs: English to-Icelandic, English-to-Ladin and English-to-Ligurian. Our submission leverages full fine-tuning of theSalamandraTA-7b-instruct model. Two separated models were fine-tuned: one for Icelandic and one for Ligurian and Ladin.

Anthology ID:: 2026.wmt-main.62
Volume:: Proceedings of the Eleventh Conference on Machine Translation
Month:: October
Year:: 2026
Address:: Budapest, Hungary
Editors:: Barry Haddow, Tom Kocmi, Philipp Koehn, Christof Monz
Venues:: WMT | WS
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 1221–1230
Language:
URL:: https://aclanthology.org/2026.wmt-main.62/
DOI:
Bibkey:
Cite (ACL):: Marta Cozzini, Antoni Oliver, Gonzalo López-Sánchez, Mercè Vàzquez, Patricia Morales-Hurtado, and Sergi Alvarez-Vidal. 2026. GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT. In Proceedings of the Eleventh Conference on Machine Translation, pages 1221–1230, Budapest, Hungary. Association for Computational Linguistics.
Cite (Informal):: GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT (Cozzini et al., WMT 2026)
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PDF:: https://aclanthology.org/2026.wmt-main.62.pdf

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@inproceedings{cozzini-etal-2026-grial,
    title = "{GRIAL}-{TA} participation in the {WMT}26 General Translation Shared Task: {S}alamandra{TA}7b{FFT}",
    author = "Cozzini, Marta  and
      Oliver, Antoni  and
      L{\'o}pez-S{\'a}nchez, Gonzalo  and
      V{\`a}zquez, Merc{\`e}  and
      Morales-Hurtado, Patricia  and
      Alvarez-Vidal, Sergi",
    editor = "Haddow, Barry  and
      Kocmi, Tom  and
      Koehn, Philipp  and
      Monz, Christof",
    booktitle = "Proceedings of the Eleventh Conference on Machine Translation",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wmt-main.62/",
    pages = "1221--1230",
    ISBN = "979-8-89176-474-3",
    abstract = "This work describes the Grial-TA team submission to the constrained track of WMT2026 General Machine Translation Task for the following language pairs: English to-Icelandic, English-to-Ladin and English-to-Ligurian. Our submission leverages full fine-tuning of theSalamandraTA-7b-instruct model. Two separated models were fine-tuned: one for Icelandic and one for Ligurian and Ladin."
}

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%0 Conference Proceedings
%T GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT
%A Cozzini, Marta
%A Oliver, Antoni
%A López-Sánchez, Gonzalo
%A Vàzquez, Mercè
%A Morales-Hurtado, Patricia
%A Alvarez-Vidal, Sergi
%Y Haddow, Barry
%Y Kocmi, Tom
%Y Koehn, Philipp
%Y Monz, Christof
%S Proceedings of the Eleventh Conference on Machine Translation
%D 2026
%8 October
%I Association for Computational Linguistics
%C Budapest, Hungary
%@ 979-8-89176-474-3
%F cozzini-etal-2026-grial
%X This work describes the Grial-TA team submission to the constrained track of WMT2026 General Machine Translation Task for the following language pairs: English to-Icelandic, English-to-Ladin and English-to-Ligurian. Our submission leverages full fine-tuning of theSalamandraTA-7b-instruct model. Two separated models were fine-tuned: one for Icelandic and one for Ligurian and Ladin.
%U https://aclanthology.org/2026.wmt-main.62/
%P 1221-1230

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Markdown (Informal)

[GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT](https://aclanthology.org/2026.wmt-main.62/) (Cozzini et al., WMT 2026)

GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT (Cozzini et al., WMT 2026)

ACL

Marta Cozzini, Antoni Oliver, Gonzalo López-Sánchez, Mercè Vàzquez, Patricia Morales-Hurtado, and Sergi Alvarez-Vidal. 2026. GRIAL-TA participation in the WMT26 General Translation Shared Task: SalamandraTA7bFFT. In Proceedings of the Eleventh Conference on Machine Translation, pages 1221–1230, Budapest, Hungary. Association for Computational Linguistics.