Evaluating the Impact of Factuality Decoding on Knowledge Editing Capabilities of Large Language Models

Current factuality decoding methods for large language models significantly diminish their performance on knowledge editing tasks, indicating that these methods overlook the importance of preserving flexibility for updating factual knowledge.