Use of Weighted Finite State Transducers in Part of Speech Tagging

Details Use of Weighted Finite State Transducers in Part of Speech Tagging Use of Weighted Finite State Transducers in Part of Speech Tagging

1997-10-10

arxiv.org/abs/cmp-lg/9710001v1

Computer Science

Computation and Language

uses psfig, ipamacs

Scientific paper

This paper addresses issues in part of speech disambiguation using finite-state transducers and presents two main contributions to the field. One of them is the use of finite-state machines for part of speech tagging. Linguistic and statistical information is represented in terms of weights on transitions in weighted finite-state transducers. Another contribution is the successful combination of techniques -- linguistic and statistical -- for word disambiguation, compounded with the notion of word classes.

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