GRIAL-TA participation in the WMT26 Terminology Shared Task

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

GRIAL-TA participation in the WMT26 Terminology Shared Task

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

Correct Metadata for

Use this form to create a GitHub issue with structured data describing the correction. You will need a GitHub account. Once you create that issue, the correction will be reviewed by a staff member.

⚠️ Mobile Users: Submitting this form to create a new issue will only work with github.com, not the GitHub Mobile app.

Important: The Anthology treat PDFs as authoritative. Please use this form only to correct data that is out of line with the PDF. See our corrections guidelines if you need to change the PDF.

Title Adjust the title. Retain tags such as <fixed-case>.

Authors Adjust author names and order to match the PDF.

Abstract Correct abstract if needed. Retain XML formatting tags such as <tex-math>. You may use ... for bold, ... for italic, ... for underline, <sc>...</sc> for small-caps, <tt>...<tt> for typewriter text, <url>...</url> for URLs, <a href=...> for hyperlinks, and <par/> for paragraph breaks.

Verification against PDF Ensure that the new title/authors match the snapshot below. (If there is no snapshot or it is too small, consult the PDF.)

Authors concatenated from the text boxes above:

ALL author names match the snapshot above—including middle initials, hyphens, and accents.

Abstract

This submission tackles both tracks (in English-Polish) of the shared task using an instruction-aligned Gemma 4 model fine-tuned on highly curated, domain-specific corpora. For Track 2, we overcome the lack of explicit dictionaries by employing a combined BERT and POS-based automatic term extraction process.

Anthology ID:: 2026.wmt-main.117
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:: 1819–1829
Language:
URL:: https://aclanthology.org/2026.wmt-main.117/
DOI:
Bibkey:
Cite (ACL):: Gonzalo López-Sánchez, Antoni Oliver, Marta Cozzini, Mercè Vàzquez, Patricia Morales-Hurtado, and Sergi Alvarez-Vidal. 2026. GRIAL-TA participation in the WMT26 Terminology Shared Task. In Proceedings of the Eleventh Conference on Machine Translation, pages 1819–1829, Budapest, Hungary. Association for Computational Linguistics.
Cite (Informal):: GRIAL-TA participation in the WMT26 Terminology Shared Task (López-Sánchez et al., WMT 2026)
Copy Citation:
PDF:: https://aclanthology.org/2026.wmt-main.117.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{lopez-sanchez-etal-2026-grial,
    title = "{GRIAL}-{TA} participation in the {WMT}26 Terminology Shared Task",
    author = "L{\'o}pez-S{\'a}nchez, Gonzalo  and
      Oliver, Antoni  and
      Cozzini, Marta  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.117/",
    pages = "1819--1829",
    ISBN = "979-8-89176-474-3",
    abstract = "This submission tackles both tracks (in English-Polish) of the shared task using an instruction-aligned Gemma 4 model fine-tuned on highly curated, domain-specific corpora. For Track 2, we overcome the lack of explicit dictionaries by employing a combined BERT and POS-based automatic term extraction process."
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="lopez-sanchez-etal-2026-grial">
    <titleInfo>
        <title>GRIAL-TA participation in the WMT26 Terminology Shared Task</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Gonzalo</namePart>
        <namePart type="family">López-Sánchez</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Antoni</namePart>
        <namePart type="family">Oliver</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Marta</namePart>
        <namePart type="family">Cozzini</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Mercè</namePart>
        <namePart type="family">Vàzquez</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Patricia</namePart>
        <namePart type="family">Morales-Hurtado</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Sergi</namePart>
        <namePart type="family">Alvarez-Vidal</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2026-10</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the Eleventh Conference on Machine Translation</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Barry</namePart>
            <namePart type="family">Haddow</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Tom</namePart>
            <namePart type="family">Kocmi</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Philipp</namePart>
            <namePart type="family">Koehn</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Christof</namePart>
            <namePart type="family">Monz</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Budapest, Hungary</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
        <identifier type="isbn">979-8-89176-474-3</identifier>
    </relatedItem>
    <abstract>This submission tackles both tracks (in English-Polish) of the shared task using an instruction-aligned Gemma 4 model fine-tuned on highly curated, domain-specific corpora. For Track 2, we overcome the lack of explicit dictionaries by employing a combined BERT and POS-based automatic term extraction process.</abstract>
    <identifier type="citekey">lopez-sanchez-etal-2026-grial</identifier>
    <location>
        <url>https://aclanthology.org/2026.wmt-main.117/</url>
    </location>
    <part>
        <date>2026-10</date>
        <extent unit="page">
            <start>1819</start>
            <end>1829</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T GRIAL-TA participation in the WMT26 Terminology Shared Task
%A López-Sánchez, Gonzalo
%A Oliver, Antoni
%A Cozzini, Marta
%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 lopez-sanchez-etal-2026-grial
%X This submission tackles both tracks (in English-Polish) of the shared task using an instruction-aligned Gemma 4 model fine-tuned on highly curated, domain-specific corpora. For Track 2, we overcome the lack of explicit dictionaries by employing a combined BERT and POS-based automatic term extraction process.
%U https://aclanthology.org/2026.wmt-main.117/
%P 1819-1829

Download as File

Markdown (Informal)

[GRIAL-TA participation in the WMT26 Terminology Shared Task](https://aclanthology.org/2026.wmt-main.117/) (López-Sánchez et al., WMT 2026)

GRIAL-TA participation in the WMT26 Terminology Shared Task (López-Sánchez et al., WMT 2026)

ACL

Gonzalo López-Sánchez, Antoni Oliver, Marta Cozzini, Mercè Vàzquez, Patricia Morales-Hurtado, and Sergi Alvarez-Vidal. 2026. GRIAL-TA participation in the WMT26 Terminology Shared Task. In Proceedings of the Eleventh Conference on Machine Translation, pages 1819–1829, Budapest, Hungary. Association for Computational Linguistics.