@inproceedings{liyanapathirana-etal-2026-copeco,
    title = "{COPECO}-Speech: Multimodal Post-Editing with Speech and {LLM}s for Translation Teaching",
    author = "Liyanapathirana, Jeevanthi  and
      Bouillon, Pierrette  and
      Mutal, Jonathan  and
      Girletti, Sabrina  and
      Volkart, Lise",
    editor = {Kr{\"u}ger, Ralph  and
      Kenny, Dorothy  and
      Castilho, Sheila  and
      {\'A}lvarez-Vidal, Sergi  and
      Aranberri, Nora  and
      Ginel, Mar{\'i}a Isabel Rivas  and
      Hackenbuchner, Jani{\c{c}}a},
    booktitle = "Proceedings of the 1st International Workshop on Teaching {AI}-Based Translation and Technologies ({TAITT} 2026)",
    month = jun,
    year = "2026",
    address = "Tilburg, the Netherlands",
    publisher = "European Association for Machine Translation",
    url = "https://aclanthology.org/2026.taitt-1.6/",
    pages = "49--51",
    abstract = "In this demo, we present COPECO-Speech, a multimodal post-editing workbench designed for translator training with AI-based translation technologies. It extends an existing pedagogical post-editing platform (COPECO) by integrating speech input and Large Language Model (LLM)-assisted editing. The workbench has different post-editing modalities and helps teachers annotate student tasks using either a shared or personalized annotation scheme. The system logs all interactions{---}including keystrokes, speech input, editing actions and LLM operations{---}enabling detailed analysis of post-editing processes."
}
<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="liyanapathirana-etal-2026-copeco">
    <titleInfo>
        <title>COPECO-Speech: Multimodal Post-Editing with Speech and LLMs for Translation Teaching</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Jeevanthi</namePart>
        <namePart type="family">Liyanapathirana</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Pierrette</namePart>
        <namePart type="family">Bouillon</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Jonathan</namePart>
        <namePart type="family">Mutal</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Sabrina</namePart>
        <namePart type="family">Girletti</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Lise</namePart>
        <namePart type="family">Volkart</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2026-06</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Ralph</namePart>
            <namePart type="family">Krüger</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Dorothy</namePart>
            <namePart type="family">Kenny</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Sheila</namePart>
            <namePart type="family">Castilho</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Sergi</namePart>
            <namePart type="family">Álvarez-Vidal</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Nora</namePart>
            <namePart type="family">Aranberri</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">María</namePart>
            <namePart type="given">Isabel</namePart>
            <namePart type="given">Rivas</namePart>
            <namePart type="family">Ginel</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Janiça</namePart>
            <namePart type="family">Hackenbuchner</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>European Association for Machine Translation</publisher>
            <place>
                <placeTerm type="text">Tilburg, the Netherlands</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>In this demo, we present COPECO-Speech, a multimodal post-editing workbench designed for translator training with AI-based translation technologies. It extends an existing pedagogical post-editing platform (COPECO) by integrating speech input and Large Language Model (LLM)-assisted editing. The workbench has different post-editing modalities and helps teachers annotate student tasks using either a shared or personalized annotation scheme. The system logs all interactions—including keystrokes, speech input, editing actions and LLM operations—enabling detailed analysis of post-editing processes.</abstract>
    <identifier type="citekey">liyanapathirana-etal-2026-copeco</identifier>
    <location>
        <url>https://aclanthology.org/2026.taitt-1.6/</url>
    </location>
    <part>
        <date>2026-06</date>
        <extent unit="page">
            <start>49</start>
            <end>51</end>
        </extent>
    </part>
</mods>
</modsCollection>
%0 Conference Proceedings
%T COPECO-Speech: Multimodal Post-Editing with Speech and LLMs for Translation Teaching
%A Liyanapathirana, Jeevanthi
%A Bouillon, Pierrette
%A Mutal, Jonathan
%A Girletti, Sabrina
%A Volkart, Lise
%Y Krüger, Ralph
%Y Kenny, Dorothy
%Y Castilho, Sheila
%Y Álvarez-Vidal, Sergi
%Y Aranberri, Nora
%Y Ginel, María Isabel Rivas
%Y Hackenbuchner, Janiça
%S Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)
%D 2026
%8 June
%I European Association for Machine Translation
%C Tilburg, the Netherlands
%F liyanapathirana-etal-2026-copeco
%X In this demo, we present COPECO-Speech, a multimodal post-editing workbench designed for translator training with AI-based translation technologies. It extends an existing pedagogical post-editing platform (COPECO) by integrating speech input and Large Language Model (LLM)-assisted editing. The workbench has different post-editing modalities and helps teachers annotate student tasks using either a shared or personalized annotation scheme. The system logs all interactions—including keystrokes, speech input, editing actions and LLM operations—enabling detailed analysis of post-editing processes.
%U https://aclanthology.org/2026.taitt-1.6/
%P 49-51
Markdown (Informal)

[COPECO-Speech: Multimodal Post-Editing with Speech and LLMs for Translation Teaching](https://aclanthology.org/2026.taitt-1.6/) (Liyanapathirana et al., TAITT 2026)

ACL