Manh Do

Topic Modeling for Short Texts via Optimal Transport-Based Clustering

Discovering topics and learning document representations in topic space are two crucial aspects of topic modeling, particularly in the short-text setting, where inferring topic proportions for individual documents is highly challenging. Despite significant progress in neural topic modeling, effectiv…