An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation

Daiki Shirafuji; Tatsuhiko Saito; Yasutomo Kimura

An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation

Daiki Shirafuji, Tatsuhiko Saito, Yasutomo Kimura

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Anthology ID:: 2025.paclic-1.24
Volume:: Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation
Month:: December
Year:: 2025
Address:: Hanoi, Vietnam
Editors:: Chu-Ren Huang, Yasunari Harada, Jong-Bok Kim, Nguyen T.M. Huyen, Le Thanh Huong, Pham Hien, Emmanuele Chersoni, Le Minh Nguyen, Rachel Edita Oñate Roxas, Sherly Dita
Venue:: PACLIC
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 275–295
Language:
URL:: https://aclanthology.org/2025.paclic-1.24/
DOI:
Bibkey:
Cite (ACL):: Daiki Shirafuji, Tatsuhiko Saito, and Yasutomo Kimura. 2025. An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation. In Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation, pages 275–295, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation (Shirafuji et al., PACLIC 2025)
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PDF:: https://aclanthology.org/2025.paclic-1.24.pdf

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@inproceedings{shirafuji-etal-2025-empirical,
    title = "An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation",
    author = "Shirafuji, Daiki  and
      Saito, Tatsuhiko  and
      Kimura, Yasutomo",
    editor = "Huang, Chu-Ren  and
      Harada, Yasunari  and
      Kim, Jong-Bok  and
      Huyen, Nguyen T.M.  and
      Huong, Le Thanh  and
      Hien, Pham  and
      Chersoni, Emmanuele  and
      Nguyen, Le Minh  and
      Roxas, Rachel Edita O{\~n}ate  and
      Dita, Sherly",
    booktitle = "Proceedings of the 39th Pacific {A}sia Conference on Language, Information and Computation",
    month = dec,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.paclic-1.24/",
    pages = "275--295"
}

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%0 Conference Proceedings
%T An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation
%A Shirafuji, Daiki
%A Saito, Tatsuhiko
%A Kimura, Yasutomo
%Y Huang, Chu-Ren
%Y Harada, Yasunari
%Y Kim, Jong-Bok
%Y Huyen, Nguyen T.M.
%Y Huong, Le Thanh
%Y Hien, Pham
%Y Chersoni, Emmanuele
%Y Nguyen, Le Minh
%Y Roxas, Rachel Edita Oñate
%Y Dita, Sherly
%S Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation
%D 2025
%8 December
%I Association for Computational Linguistics
%C Hanoi, Vietnam
%F shirafuji-etal-2025-empirical
%U https://aclanthology.org/2025.paclic-1.24/
%P 275-295

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Markdown (Informal)

[An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation](https://aclanthology.org/2025.paclic-1.24/) (Shirafuji et al., PACLIC 2025)

An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation (Shirafuji et al., PACLIC 2025)

ACL

Daiki Shirafuji, Tatsuhiko Saito, and Yasutomo Kimura. 2025. An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation. In Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation, pages 275–295, Hanoi, Vietnam. Association for Computational Linguistics.