2026
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
AAAI 2026technical
Cross-lingual topic modeling seeks to uncover coherent and semantically aligned topics across languages—a task central to multilingual understanding. Yet most existing models learn topics in disjoint, language-specific spaces and rely on alignment mechanisms (e.g., bilingual dictionaries) that often