Shifting Attention to Relevance: Towards the Uncertainty Estimation of Large Language Models

1 code implementation • 3 Jul 2023 • Jinhao Duan, Hao Cheng, Shiqi Wang, Alex Zavalny, Chenan Wang, Renjing Xu, Bhavya Kailkhura, Kaidi Xu

While Large Language Models (LLMs) have demonstrated remarkable potential in natural language generation and instruction following, a persistent challenge lies in their susceptibility to "hallucinations", which erodes trust in their outputs.

Instruction Following Question Answering +4