PRISM: LLM-Guided Semantic Clustering for High-Precision Topics

Connor Douglas, Utkucan Balci, Joseph Aylett-Bullock

In this paper, we propose Precision-Informed Semantic Modeling (PRISM), a structured topic modeling framework combining the benefits of rich representations captured by LLMs with t…