Investigating Linguistic Abilities of LLMs for Native Language Identification

Ahmet Yavuz Uluslu; Gerold Schneider

Investigating Linguistic Abilities of LLMs for Native Language Identification

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Anthology ID:: 2025.nlp4call-1.7
Volume:: Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning
Month:: March
Year:: 2025
Address:: Tallinn, Estonia
Editors:: Ricardo Muñoz Sánchez, David Alfter, Elena Volodina, Jelena Kallas
Venues:: NLP4CALL | WS
SIG:: SIGEDU
Publisher:: University of Tartu Library
Note:
Pages:: 81–88
Language:
URL:: https://aclanthology.org/2025.nlp4call-1.7/
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Cite (ACL):: Ahmet Yavuz Uluslu and Gerold Schneider. 2025. Investigating Linguistic Abilities of LLMs for Native Language Identification. In Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 81–88, Tallinn, Estonia. University of Tartu Library.
Cite (Informal):: Investigating Linguistic Abilities of LLMs for Native Language Identification (Uluslu & Schneider, NLP4CALL 2025)
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PDF:: https://aclanthology.org/2025.nlp4call-1.7.pdf

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@inproceedings{uluslu-schneider-2025-investigating,
    title = "Investigating Linguistic Abilities of {LLM}s for Native Language Identification",
    author = "Uluslu, Ahmet Yavuz  and
      Schneider, Gerold",
    editor = "Mu{\~n}oz S{\'a}nchez, Ricardo  and
      Alfter, David  and
      Volodina, Elena  and
      Kallas, Jelena",
    booktitle = "Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning",
    month = mar,
    year = "2025",
    address = "Tallinn, Estonia",
    publisher = "University of Tartu Library",
    url = "https://aclanthology.org/2025.nlp4call-1.7/",
    pages = "81--88",
    ISBN = "978-9908-53-112-0"
}

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%0 Conference Proceedings
%T Investigating Linguistic Abilities of LLMs for Native Language Identification
%A Uluslu, Ahmet Yavuz
%A Schneider, Gerold
%Y Muñoz Sánchez, Ricardo
%Y Alfter, David
%Y Volodina, Elena
%Y Kallas, Jelena
%S Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning
%D 2025
%8 March
%I University of Tartu Library
%C Tallinn, Estonia
%@ 978-9908-53-112-0
%F uluslu-schneider-2025-investigating
%U https://aclanthology.org/2025.nlp4call-1.7/
%P 81-88

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Markdown (Informal)

[Investigating Linguistic Abilities of LLMs for Native Language Identification](https://aclanthology.org/2025.nlp4call-1.7/) (Uluslu & Schneider, NLP4CALL 2025)

Investigating Linguistic Abilities of LLMs for Native Language Identification (Uluslu & Schneider, NLP4CALL 2025)

ACL

Ahmet Yavuz Uluslu and Gerold Schneider. 2025. Investigating Linguistic Abilities of LLMs for Native Language Identification. In Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 81–88, Tallinn, Estonia. University of Tartu Library.