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Part-of-Speech Tagging and Partial Parsing

Text, speech and language technologyPublished 1 January 1997
Steven Abney
Citations186

TL;DR

The initial impetus for the current popularity of statistical methods in computational linguistics was provided in large part by the papers on part-of-speech tagging by Church, DeRose, and Garside, which showed that it was indeed possible to carve part- of-speech disambiguation out of the apparently monolithic problem of natural language understanding, and solve it with impressive accuracy.

Abstract

The initial impetus for the current popularity of statistical methods in computational linguistics was provided in large part by the papers on part-of-speech tagging by Church (1988), DeRose (1988), and Garside (1987b). In contradiction to common wisdom, these taggers showed that it was indeed possible to carve part-of-speech disambiguation out of the apparently monolithic problem of natural language understanding, and solve it with impressive accuracy.

Keywords

Computer Science