Основные понятия
Mutual Information Maximization in Cross-Lingual Topic Modeling enhances topic alignment and prevents repetitive topics.
Статистика
Extensive experiments on English, Chinese, and Japanese datasets.
InfoCTM consistently outperforms state-of-the-art baselines.
Topic quality results show improvements in coherence and diversity.
Цитаты
"People enjoy listening to music..."
"Mutual information maximization has been prevalent to learn visual and language representations."