Investigating Thematic Patterns and User Preferences in LLM Interactions using BERTopic

Abhay Bhandarkar, Gaurav Mishra, Khushi Juchani +1

This study applies BERTopic, a transformer-based topic modeling technique, to the lmsys-chat-1m dataset, a multilingual conversational corpus built from head-to-head evaluations of…