Model Selection for Topic Models via Spectral Decomposition

Dehua Cheng, Xinran He, Yan Liu

Abstract: Topic models have achieved significant successes in analyzing large-scale text corpus. In practical applications, we are always confronted with the challenge of model selection, i.e., how to approp...