Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang

Knowledge editing technology has received widespread attention for low-cost updates of incorrect or outdated knowledge in large-scale language models. However, recent research has found that edited models often exhibit varying degrees of performance degradation.