A Mechanistic Perspective and Difficulty Metric for Unlearning

Jiali Cheng; Ziheng Chen; Chirag Agarwal; Hadi Amiri

A Mechanistic Perspective and Difficulty Metric for Unlearning

Jiali Cheng, Ziheng Chen, Chirag Agarwal, Hadi Amiri

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Anthology ID:: 2026.findings-acl.532
Volume:: Findings of the Association for Computational Linguistics: ACL 2026
Month:: July
Year:: 2026
Address:: San Diego, California, United States
Editors:: Maria Liakata, Viviane P. Moreira, Jiajun Zhang, David Jurgens
Venue:: Findings
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 10950–10964
Language:
URL:: https://aclanthology.org/2026.findings-acl.532/
DOI:
Bibkey:
Cite (ACL):: Jiali Cheng, Ziheng Chen, Chirag Agarwal, and Hadi Amiri. 2026. A Mechanistic Perspective and Difficulty Metric for Unlearning. In Findings of the Association for Computational Linguistics: ACL 2026, pages 10950–10964, San Diego, California, United States. Association for Computational Linguistics.
Cite (Informal):: A Mechanistic Perspective and Difficulty Metric for Unlearning (Cheng et al., Findings 2026)
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PDF:: https://aclanthology.org/2026.findings-acl.532.pdf
Checklist:: 2026.findings-acl.532.checklist.pdf

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@inproceedings{cheng-etal-2026-mechanistic,
    title = "A Mechanistic Perspective and Difficulty Metric for Unlearning",
    author = "Cheng, Jiali  and
      Chen, Ziheng  and
      Agarwal, Chirag  and
      Amiri, Hadi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-acl.532/",
    pages = "10950--10964",
    ISBN = "979-8-89176-395-1"
}

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%0 Conference Proceedings
%T A Mechanistic Perspective and Difficulty Metric for Unlearning
%A Cheng, Jiali
%A Chen, Ziheng
%A Agarwal, Chirag
%A Amiri, Hadi
%Y Liakata, Maria
%Y Moreira, Viviane P.
%Y Zhang, Jiajun
%Y Jurgens, David
%S Findings of the Association for Computational Linguistics: ACL 2026
%D 2026
%8 July
%I Association for Computational Linguistics
%C San Diego, California, United States
%@ 979-8-89176-395-1
%F cheng-etal-2026-mechanistic
%U https://aclanthology.org/2026.findings-acl.532/
%P 10950-10964

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Markdown (Informal)

[A Mechanistic Perspective and Difficulty Metric for Unlearning](https://aclanthology.org/2026.findings-acl.532/) (Cheng et al., Findings 2026)

A Mechanistic Perspective and Difficulty Metric for Unlearning (Cheng et al., Findings 2026)

ACL

Jiali Cheng, Ziheng Chen, Chirag Agarwal, and Hadi Amiri. 2026. A Mechanistic Perspective and Difficulty Metric for Unlearning. In Findings of the Association for Computational Linguistics: ACL 2026, pages 10950–10964, San Diego, California, United States. Association for Computational Linguistics.