Consecutive batch model editing with HooK layers

Consecutive batch model editing with HooK layers

As the typical retraining paradigm is unacceptably time- and resource-consuming, researchers are turning to model editing to find an effective way that supports both consecutive and batch scenarios to edit the model behavior directly. Despite all these practical expectations, existing model editing...

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Bibliographic Details
Main Authors: LI, Shuaiyi, DENG, Yang, CAI, Deng, LU, Hongyuan, CHEN, Liang, LAM, Wai
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Retraining paradigm
Model editing
Sequential and batch editing
Artificial Intelligence and Robotics
Online Access:https://ink.library.smu.edu.sg/sis_research/9679
https://ink.library.smu.edu.sg/context/sis_research/article/10679/viewcontent/2024.emnlp_main.765.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9679
https://ink.library.smu.edu.sg/context/sis_research/article/10679/viewcontent/2024.emnlp_main.765.pdf

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