Self-Knowledge Guided Retrieval Augmentation for Large Language Models

Yile Wang, Peng Li, Maosong Sun +1

Large language models (LLMs) have shown superior performance without task-specific fine-tuning. Despite the success, the knowledge stored in the parameters of LLMs could still be i…