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Linguistic Fundamentals for Natural Language Processing

Linguistic Fundamentals for Natural Language Processing

100 Essentials from Morphology and Syntax

by Emily M. Bender
Paperback
Publication Date: 30/06/2013
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Many NLP tasks have at their core a subtask of extracting the dependencies-who did what to whom-from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems.
ISBN:
9781627050111
9781627050111
Category:
Natural language & machine translation
Format:
Paperback
Publication Date:
30-06-2013
Publisher:
Morgan & Claypool Publishers
Country of origin:
United States
Pages:
184
Dimensions (mm):
235x187x10mm
Weight:
0.33kg

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