Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation

Serge Gladkoff; Angelika Vaasa; Sue Ellen Wright; Ingemar Strandvik; Lifeng Han

Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation

Serge Gladkoff, Angelika Vaasa, Sue Ellen Wright, Ingemar Strandvik, Lifeng Han

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.

Anthology ID:: 2026.icnlsp-1.38
Volume:: Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Month:: September
Year:: 2026
Address:: University of Trento, Trento, Italy
Editors:: Mourad Abbas, Abed Alhakim Freihat
Venue:: ICNLSP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 423–436
Language:
URL:: https://aclanthology.org/2026.icnlsp-1.38/
DOI:
Bibkey:
Cite (ACL):: Serge Gladkoff, Angelika Vaasa, Sue Ellen Wright, Ingemar Strandvik, and Lifeng Han. 2026. Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 423–436, University of Trento, Trento, Italy. Association for Computational Linguistics.
Cite (Informal):: Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation (Gladkoff et al., ICNLSP 2026)
Copy Citation:
PDF:: https://aclanthology.org/2026.icnlsp-1.38.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{gladkoff-etal-2026-looking,
    title = "Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation",
    author = "Gladkoff, Serge  and
      Vaasa, Angelika  and
      Wright, Sue Ellen  and
      Strandvik, Ingemar  and
      Han, Lifeng",
    editor = "Abbas, Mourad  and
      Freihat, Abed Alhakim",
    booktitle = "Proceedings of the 9th International Conference on Natural Language and Speech Processing ({ICNLSP}-2026)",
    month = sep,
    year = "2026",
    address = "University of Trento, Trento, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.icnlsp-1.38/",
    pages = "423--436",
    ISBN = "979-8-89176-458-3"
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="gladkoff-etal-2026-looking">
    <titleInfo>
        <title>Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Serge</namePart>
        <namePart type="family">Gladkoff</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Angelika</namePart>
        <namePart type="family">Vaasa</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Sue</namePart>
        <namePart type="given">Ellen</namePart>
        <namePart type="family">Wright</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Ingemar</namePart>
        <namePart type="family">Strandvik</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Lifeng</namePart>
        <namePart type="family">Han</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2026-09</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Mourad</namePart>
            <namePart type="family">Abbas</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Abed</namePart>
            <namePart type="given">Alhakim</namePart>
            <namePart type="family">Freihat</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">University of Trento, Trento, Italy</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
        <identifier type="isbn">979-8-89176-458-3</identifier>
    </relatedItem>
    <identifier type="citekey">gladkoff-etal-2026-looking</identifier>
    <location>
        <url>https://aclanthology.org/2026.icnlsp-1.38/</url>
    </location>
    <part>
        <date>2026-09</date>
        <extent unit="page">
            <start>423</start>
            <end>436</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation
%A Gladkoff, Serge
%A Vaasa, Angelika
%A Wright, Sue Ellen
%A Strandvik, Ingemar
%A Han, Lifeng
%Y Abbas, Mourad
%Y Freihat, Abed Alhakim
%S Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
%D 2026
%8 September
%I Association for Computational Linguistics
%C University of Trento, Trento, Italy
%@ 979-8-89176-458-3
%F gladkoff-etal-2026-looking
%U https://aclanthology.org/2026.icnlsp-1.38/
%P 423-436

Download as File

Markdown (Informal)

[Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation](https://aclanthology.org/2026.icnlsp-1.38/) (Gladkoff et al., ICNLSP 2026)

Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation (Gladkoff et al., ICNLSP 2026)

ACL

Serge Gladkoff, Angelika Vaasa, Sue Ellen Wright, Ingemar Strandvik, and Lifeng Han. 2026. Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 423–436, University of Trento, Trento, Italy. Association for Computational Linguistics.