Part-of-Speech Tagging and Partial Parsing
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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.
