Sphere Embedding: An Application to Part-of-Speech Induction

no code implementations • NeurIPS 2010 • Yariv Maron, Michael Lamar, Elie Bienenstock

Motivated by an application to unsupervised part-of-speech tagging, we present an algorithm for the Euclidean embedding of large sets of categorical data based on co-occurrence statistics.

Clustering Unsupervised Part-Of-Speech Tagging