Search Results for author: Hao-Xiang Xu

Found 2 papers, 1 papers with code

Perturbation-Restrained Sequential Model Editing

no code implementations27 May 2024 Jun-Yu Ma, Hong Wang, Hao-Xiang Xu, Zhen-Hua Ling, Jia-Chen Gu

In this paper, we first theoretically analyze that the factor affecting the general abilities in sequential model editing lies in the condition number of the edited matrix.

Continual Learning Model Editing

Model Editing Can Hurt General Abilities of Large Language Models

1 code implementation9 Jan 2024 Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng

One critical challenge that has emerged is the presence of hallucinations in the output of large language models (LLMs) due to false or outdated knowledge.

Model Editing Question Answering

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