AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging

Yiran Zhao; Wenxuan Zhang; Huiming Wang; Kenji Kawaguchi; Lidong Bing

doi:10.18653/v1/2025.naacl-long.493

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging

Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing

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Anthology ID:: 2025.naacl-long.493
Volume:: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Month:: April
Year:: 2025
Address:: Albuquerque, New Mexico
Editors:: Luis Chiruzzo, Alan Ritter, Lu Wang
Venue:: NAACL
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 9785–9800
Language:
URL:: https://aclanthology.org/2025.naacl-long.493/
DOI:: 10.18653/v1/2025.naacl-long.493
Bibkey:
Cite (ACL):: Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, and Lidong Bing. 2025. AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pages 9785–9800, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):: AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging (Zhao et al., NAACL 2025)
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PDF:: https://aclanthology.org/2025.naacl-long.493.pdf

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@inproceedings{zhao-etal-2025-adamergex,
    title = "{A}da{M}erge{X}: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging",
    author = "Zhao, Yiran  and
      Zhang, Wenxuan  and
      Wang, Huiming  and
      Kawaguchi, Kenji  and
      Bing, Lidong",
    editor = "Chiruzzo, Luis  and
      Ritter, Alan  and
      Wang, Lu",
    booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
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    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.naacl-long.493/",
    doi = "10.18653/v1/2025.naacl-long.493",
    pages = "9785--9800",
    ISBN = "979-8-89176-189-6"
}

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%0 Conference Proceedings
%T AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
%A Zhao, Yiran
%A Zhang, Wenxuan
%A Wang, Huiming
%A Kawaguchi, Kenji
%A Bing, Lidong
%Y Chiruzzo, Luis
%Y Ritter, Alan
%Y Wang, Lu
%S Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
%D 2025
%8 April
%I Association for Computational Linguistics
%C Albuquerque, New Mexico
%@ 979-8-89176-189-6
%F zhao-etal-2025-adamergex
%R 10.18653/v1/2025.naacl-long.493
%U https://aclanthology.org/2025.naacl-long.493/
%U https://doi.org/10.18653/v1/2025.naacl-long.493
%P 9785-9800

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Markdown (Informal)

[AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging](https://aclanthology.org/2025.naacl-long.493/) (Zhao et al., NAACL 2025)

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging (Zhao et al., NAACL 2025)

ACL

Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, and Lidong Bing. 2025. AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pages 9785–9800, Albuquerque, New Mexico. Association for Computational Linguistics.