Inference and Evaluation of the Multinomial Mixture Model for Text Clustering

Loïs Rigouste, Olivier Cappé, François Yvon

In this article, we investigate the use of a probabilistic model for unsupervised clustering in text collections. Unsupervised clustering has become a basic module for many intelli…