LLM-Assisted Topic Reduction for BERTopic on Social Media Data

Wannes Janssens, Matthias Bogaert, Dirk Van den Poel

The BERTopic framework leverages transformer embeddings and hierarchical clustering to extract latent topics from unstructured text corpora. While effective, it often struggles wit…