vast amount of lexical knowledge about words and their relationships, denoted as LR-sets, available in online dictionaries or other resources can be exploited by this model to generate more coherent topics.
for external knowledge-based models, the incorporated knowledge is too general to be consistent with the short text in the semantic space.