Fast and accurate part-of-speech tagging: The SVM approach revisited.

Abstract

In this paper we present a very simple and effective part--of--speech tagger based on Support Vector Machines (SVM). Simplicity and efficiency are achieved by working with linear separators in the primal formulation of SVM, and by using a greedy left-to-right tagging scheme.