Huilin Chen

Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models

Large Language Models (LLMs) are prone to generating incorrect or outdated information, thereby necessitating efficient and precise mechanisms for knowledge updates. Existing knowledge editing approaches, however, often encounter conflicts between two competing objectives: maintaining existing knowl