Semantic-Augmented Latent Topic Modeling with LLM-in-the-Loop

Mengze Hong, Chen Jason Zhang, Di Jiang

Latent Dirichlet Allocation (LDA) is a prominent generative probabilistic model used for uncovering abstract topics within document collections. In this paper, we explore the effec…