AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation

Guanran Luo, Wentao Qiu, Wanru Zhao +4

Large Language Models (LLMs) have demonstrated impressive capabilities in long-form generation, yet their application is hindered by the hallucination problem. While Uncertainty Qu…