A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility

Kyotaro Nakajima; Hwichan Kim; Tosho Hirasawa; Taisei Enomoto; Zhousi Chen; Mamoru Komachi

A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility

Kyotaro Nakajima, Hwichan Kim, Tosho Hirasawa, Taisei Enomoto, Zhousi Chen, Mamoru Komachi

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Anthology ID:: 2024.paclic-1.52
Volume:: Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation
Month:: December
Year:: 2024
Address:: Tokyo, Japan
Editors:: Nathaniel Oco, Shirley N. Dita, Ariane Macalinga Borlongan, Jong-Bok Kim
Venue:: PACLIC
SIG:
Publisher:: Tokyo University of Foreign Studies
Note:
Pages:: 542–555
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URL:: https://aclanthology.org/2024.paclic-1.52/
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Cite (ACL):: Kyotaro Nakajima, Hwichan Kim, Tosho Hirasawa, Taisei Enomoto, Zhousi Chen, and Mamoru Komachi. 2024. A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility. In Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, pages 542–555, Tokyo, Japan. Tokyo University of Foreign Studies.
Cite (Informal):: A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility (Nakajima et al., PACLIC 2024)
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PDF:: https://aclanthology.org/2024.paclic-1.52.pdf

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@inproceedings{nakajima-etal-2024-survey,
    title = "A Survey for {LLM} Tuning Methods:Classifying Approaches Based on Model Internal Accessibility",
    author = "Nakajima, Kyotaro  and
      Kim, Hwichan  and
      Hirasawa, Tosho  and
      Enomoto, Taisei  and
      Chen, Zhousi  and
      Komachi, Mamoru",
    editor = "Oco, Nathaniel  and
      Dita, Shirley N.  and
      Borlongan, Ariane Macalinga  and
      Kim, Jong-Bok",
    booktitle = "Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation",
    month = dec,
    year = "2024",
    address = "Tokyo, Japan",
    publisher = "Tokyo University of Foreign Studies",
    url = "https://aclanthology.org/2024.paclic-1.52/",
    pages = "542--555"
}

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%0 Conference Proceedings
%T A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility
%A Nakajima, Kyotaro
%A Kim, Hwichan
%A Hirasawa, Tosho
%A Enomoto, Taisei
%A Chen, Zhousi
%A Komachi, Mamoru
%Y Oco, Nathaniel
%Y Dita, Shirley N.
%Y Borlongan, Ariane Macalinga
%Y Kim, Jong-Bok
%S Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation
%D 2024
%8 December
%I Tokyo University of Foreign Studies
%C Tokyo, Japan
%F nakajima-etal-2024-survey
%U https://aclanthology.org/2024.paclic-1.52/
%P 542-555

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Markdown (Informal)

[A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility](https://aclanthology.org/2024.paclic-1.52/) (Nakajima et al., PACLIC 2024)

A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility (Nakajima et al., PACLIC 2024)

ACL

Kyotaro Nakajima, Hwichan Kim, Tosho Hirasawa, Taisei Enomoto, Zhousi Chen, and Mamoru Komachi. 2024. A Survey for LLM Tuning Methods:Classifying Approaches Based on Model Internal Accessibility. In Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, pages 542–555, Tokyo, Japan. Tokyo University of Foreign Studies.