Statistical methods in language processing.
Published in Wiley interdisciplinary reviews. Cognitive science • May 1, 2011
NobleIDNI5P06W01R43S05
Authors:
Steven Abney
Abstract
The term statistical methods here refers to a methodology that has been dominant in computational linguistics since about 1990. It is characterized by the use of stochastic models, substantial data sets, machine learning, and rigorous experimental evaluation. The shift to statistical methods in comp...
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