Double-Calibration: Towards Reliable LLMs via Calibrating Knowledge and Reasoning Confidence

Yuyin Lu, Ziran Liang, Yanghui Rao +3

Reliable reasoning in Large Language Models (LLMs) is challenged by their propensity for hallucination. While augmenting LLMs with Knowledge Graphs (KGs) improves factual accuracy,…