Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs

Minsuh Joo, Hyunsoo Cho

Despite the outstanding performance of large language models (LLMs) across various NLP tasks, hallucinations in LLMs--where LLMs generate inaccurate responses--remains as a critica…