Unigram Statistics

This paper presents a new approach to automatic word categorization which im- proves both the efficiency of the algorithm and the quality of the formed clusters. The unigram and the …...

This paper analyzes the functionality of dif- ferent distance metrics that can be used in a bottom-up unsupervised algorithm for au- tomatic word categorization. The proposed method uses a modified …...