Beyond the Repo: A Case Study on Open Source Integration with GECToR

Sanjna Kashyap; Zhaoyang Xie; Kenneth Steimel; Nitin Madnani

doi:10.18653/v1/2023.nlposs-1.9

Beyond the Repo: A Case Study on Open Source Integration with GECToR

Sanjna Kashyap, Zhaoyang Xie, Kenneth Steimel, Nitin Madnani

Correct Metadata for

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>.

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

We present a case study describing our efforts to integrate the open source GECToR code and models into our production NLP pipeline that powers many of Educational Testing Service’s products and prototypes. The paper’s contributions includes a discussion of the issues we encountered during integration and our solutions, the overarching lessons we learned about integrating open source projects, and, last but not least, the open source contributions we made as part of the journey.

Anthology ID:: 2023.nlposs-1.9
Volume:: Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)
Month:: December
Year:: 2023
Address:: Singapore
Editors:: Liling Tan, Dmitrijs Milajevs, Geeticka Chauhan, Jeremy Gwinnup, Elijah Rippeth
Venues:: NLPOSS | WS
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 78–82
Language:
URL:: https://aclanthology.org/2023.nlposs-1.9/
DOI:: 10.18653/v1/2023.nlposs-1.9
Bibkey:
Cite (ACL):: Sanjna Kashyap, Zhaoyang Xie, Kenneth Steimel, and Nitin Madnani. 2023. Beyond the Repo: A Case Study on Open Source Integration with GECToR. In Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023), pages 78–82, Singapore. Association for Computational Linguistics.
Cite (Informal):: Beyond the Repo: A Case Study on Open Source Integration with GECToR (Kashyap et al., NLPOSS 2023)
Copy Citation:
PDF:: https://aclanthology.org/2023.nlposs-1.9.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{kashyap-etal-2023-beyond,
    title = "Beyond the Repo: A Case Study on Open Source Integration with {GECT}o{R}",
    author = "Kashyap, Sanjna  and
      Xie, Zhaoyang  and
      Steimel, Kenneth  and
      Madnani, Nitin",
    editor = "Tan, Liling  and
      Milajevs, Dmitrijs  and
      Chauhan, Geeticka  and
      Gwinnup, Jeremy  and
      Rippeth, Elijah",
    booktitle = "Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)",
    month = dec,
    year = "2023",
    address = "Singapore",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.nlposs-1.9/",
    doi = "10.18653/v1/2023.nlposs-1.9",
    pages = "78--82",
    abstract = "We present a case study describing our efforts to integrate the open source GECToR code and models into our production NLP pipeline that powers many of Educational Testing Service`s products and prototypes. The paper`s contributions includes a discussion of the issues we encountered during integration and our solutions, the overarching lessons we learned about integrating open source projects, and, last but not least, the open source contributions we made as part of the journey."
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="kashyap-etal-2023-beyond">
    <titleInfo>
        <title>Beyond the Repo: A Case Study on Open Source Integration with GECToR</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Sanjna</namePart>
        <namePart type="family">Kashyap</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Zhaoyang</namePart>
        <namePart type="family">Xie</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Kenneth</namePart>
        <namePart type="family">Steimel</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Nitin</namePart>
        <namePart type="family">Madnani</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2023-12</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Liling</namePart>
            <namePart type="family">Tan</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Dmitrijs</namePart>
            <namePart type="family">Milajevs</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Geeticka</namePart>
            <namePart type="family">Chauhan</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Jeremy</namePart>
            <namePart type="family">Gwinnup</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Elijah</namePart>
            <namePart type="family">Rippeth</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Singapore</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>We present a case study describing our efforts to integrate the open source GECToR code and models into our production NLP pipeline that powers many of Educational Testing Service‘s products and prototypes. The paper‘s contributions includes a discussion of the issues we encountered during integration and our solutions, the overarching lessons we learned about integrating open source projects, and, last but not least, the open source contributions we made as part of the journey.</abstract>
    <identifier type="citekey">kashyap-etal-2023-beyond</identifier>
    <identifier type="doi">10.18653/v1/2023.nlposs-1.9</identifier>
    <location>
        <url>https://aclanthology.org/2023.nlposs-1.9/</url>
    </location>
    <part>
        <date>2023-12</date>
        <extent unit="page">
            <start>78</start>
            <end>82</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T Beyond the Repo: A Case Study on Open Source Integration with GECToR
%A Kashyap, Sanjna
%A Xie, Zhaoyang
%A Steimel, Kenneth
%A Madnani, Nitin
%Y Tan, Liling
%Y Milajevs, Dmitrijs
%Y Chauhan, Geeticka
%Y Gwinnup, Jeremy
%Y Rippeth, Elijah
%S Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)
%D 2023
%8 December
%I Association for Computational Linguistics
%C Singapore
%F kashyap-etal-2023-beyond
%X We present a case study describing our efforts to integrate the open source GECToR code and models into our production NLP pipeline that powers many of Educational Testing Service‘s products and prototypes. The paper‘s contributions includes a discussion of the issues we encountered during integration and our solutions, the overarching lessons we learned about integrating open source projects, and, last but not least, the open source contributions we made as part of the journey.
%R 10.18653/v1/2023.nlposs-1.9
%U https://aclanthology.org/2023.nlposs-1.9/
%U https://doi.org/10.18653/v1/2023.nlposs-1.9
%P 78-82

Download as File

Markdown (Informal)

[Beyond the Repo: A Case Study on Open Source Integration with GECToR](https://aclanthology.org/2023.nlposs-1.9/) (Kashyap et al., NLPOSS 2023)

Beyond the Repo: A Case Study on Open Source Integration with GECToR (Kashyap et al., NLPOSS 2023)

ACL

Sanjna Kashyap, Zhaoyang Xie, Kenneth Steimel, and Nitin Madnani. 2023. Beyond the Repo: A Case Study on Open Source Integration with GECToR. In Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023), pages 78–82, Singapore. Association for Computational Linguistics.