LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models

Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van +3

Cross-lingual topic modeling aims to discover shared semantic structures across languages, yet existing models depend on sparse bilingual resources and often yield incoherent or we…