Tien Phat Nguyen

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments

Cross-lingual topic modeling aims to uncover shared semantic themes across languages. Several methods have been proposed to address this problem, leveraging both traditional and neural approaches. While previous methods have achieved some improvements in topic diversity, they often struggle to ensur