Mu Qiao

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst

Self-learning of Large Language Models (LLMs) facilitates their advancement towards super-intelligence by training with self-synthesized experiences. However, a critical challenge is the amplification of hallucinations in generated data during iterative self-learning, underscoring the need for relia…