MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification

Md. Rafiul Biswas; Mabrouka Bessghaier; Firoj Alam; Wajdi Zaghouani

MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification

Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam, Wajdi Zaghouani

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.

Anthology ID:: 2025.arabicnlp-sharedtasks.15
Volume:: Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Kareem Darwish, Ahmed Ali, Ibrahim Abu Farha, Samia Touileb, Imed Zitouni, Ahmed Abdelali, Sharefah Al-Ghamdi, Sakhar Alkhereyf, Wajdi Zaghouani, Salam Khalifa, Badr AlKhamissi, Rawan Almatham, Injy Hamed, Zaid Alyafeai, Areeb Alowisheq, Go Inoue, Khalil Mrini, Waad Alshammari
Venue:: ArabicNLP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 88–93
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.15/
DOI:
Bibkey:
Cite (ACL):: Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam, and Wajdi Zaghouani. 2025. MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 88–93, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification (Rafiul Biswas et al., ArabicNLP 2025)
Copy Citation:
PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.15.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{rafiul-biswas-etal-2025-marsadlab,
    title = "{M}arsad{L}ab at {A}ra{G}en{E}val Shared Task: {LLM}-Based Approaches to {A}rabic Authorship Style Transfer and Identification",
    author = "Rafiul Biswas, Md.  and
      Bessghaier, Mabrouka  and
      Alam, Firoj  and
      Zaghouani, Wajdi",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
      Zitouni, Imed  and
      Abdelali, Ahmed  and
      Al-Ghamdi, Sharefah  and
      Alkhereyf, Sakhar  and
      Zaghouani, Wajdi  and
      Khalifa, Salam  and
      AlKhamissi, Badr  and
      Almatham, Rawan  and
      Hamed, Injy  and
      Alyafeai, Zaid  and
      Alowisheq, Areeb  and
      Inoue, Go  and
      Mrini, Khalil  and
      Alshammari, Waad",
    booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.arabicnlp-sharedtasks.15/",
    pages = "88--93",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="rafiul-biswas-etal-2025-marsadlab">
    <titleInfo>
        <title>MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Md.</namePart>
        <namePart type="family">Rafiul Biswas</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Mabrouka</namePart>
        <namePart type="family">Bessghaier</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Firoj</namePart>
        <namePart type="family">Alam</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Wajdi</namePart>
        <namePart type="family">Zaghouani</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2025-11</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Kareem</namePart>
            <namePart type="family">Darwish</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ahmed</namePart>
            <namePart type="family">Ali</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ibrahim</namePart>
            <namePart type="family">Abu Farha</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Samia</namePart>
            <namePart type="family">Touileb</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Imed</namePart>
            <namePart type="family">Zitouni</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Ahmed</namePart>
            <namePart type="family">Abdelali</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Sharefah</namePart>
            <namePart type="family">Al-Ghamdi</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Sakhar</namePart>
            <namePart type="family">Alkhereyf</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Wajdi</namePart>
            <namePart type="family">Zaghouani</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Salam</namePart>
            <namePart type="family">Khalifa</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Badr</namePart>
            <namePart type="family">AlKhamissi</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Rawan</namePart>
            <namePart type="family">Almatham</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Injy</namePart>
            <namePart type="family">Hamed</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Zaid</namePart>
            <namePart type="family">Alyafeai</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Areeb</namePart>
            <namePart type="family">Alowisheq</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Go</namePart>
            <namePart type="family">Inoue</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Khalil</namePart>
            <namePart type="family">Mrini</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Waad</namePart>
            <namePart type="family">Alshammari</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Suzhou, China</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
        <identifier type="isbn">979-8-89176-356-2</identifier>
    </relatedItem>
    <identifier type="citekey">rafiul-biswas-etal-2025-marsadlab</identifier>
    <location>
        <url>https://aclanthology.org/2025.arabicnlp-sharedtasks.15/</url>
    </location>
    <part>
        <date>2025-11</date>
        <extent unit="page">
            <start>88</start>
            <end>93</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification
%A Rafiul Biswas, Md.
%A Bessghaier, Mabrouka
%A Alam, Firoj
%A Zaghouani, Wajdi
%Y Darwish, Kareem
%Y Ali, Ahmed
%Y Abu Farha, Ibrahim
%Y Touileb, Samia
%Y Zitouni, Imed
%Y Abdelali, Ahmed
%Y Al-Ghamdi, Sharefah
%Y Alkhereyf, Sakhar
%Y Zaghouani, Wajdi
%Y Khalifa, Salam
%Y AlKhamissi, Badr
%Y Almatham, Rawan
%Y Hamed, Injy
%Y Alyafeai, Zaid
%Y Alowisheq, Areeb
%Y Inoue, Go
%Y Mrini, Khalil
%Y Alshammari, Waad
%S Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-356-2
%F rafiul-biswas-etal-2025-marsadlab
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.15/
%P 88-93

Download as File

Markdown (Informal)

[MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification](https://aclanthology.org/2025.arabicnlp-sharedtasks.15/) (Rafiul Biswas et al., ArabicNLP 2025)

MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification (Rafiul Biswas et al., ArabicNLP 2025)

ACL

Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam, and Wajdi Zaghouani. 2025. MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 88–93, Suzhou, China. Association for Computational Linguistics.