Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
Emily M. Bender
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.
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.
卷:
20
年:
2013
出版:
1st
出版社:
Morgan & Claypool
语言:
english
页:
166
ISBN 10:
1627050124
ISBN 13:
9781627050128
系列:
Synthesis Lectures on Human Language Technologies
文件:
PDF, 827 KB
IPFS:
,
english, 2013
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