Téléchargez le livre : Syntactic n-grams in Computational Linguistics

Syntactic n-grams in Computational Linguistics

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Éditeur :

Springer


Collection :

SpringerBriefs in Computer Science

Paru le : 2019-04-02

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Description
This book is about a new approach in the field of computational linguistics related to the idea of constructing n-grams in non-linear manner, while the traditional approach consists in using the data from the surface structure of texts, i.e., the linear structure.
In this book, we propose and systematize the concept of syntactic n-grams, which allows using syntactic information within the automatic text processing methods related to classification or clustering. It is a very interesting example of application of linguistic information in the automatic (computational) methods. Roughly speaking, the suggestion is to follow syntactic trees and construct n-grams based on paths in these trees. There are several types of non-linear n-grams; future work should determine, which types of n-grams are more useful in which natural language processing (NLP) tasks.
This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain ina clear manner how to use n-grams; we provide a large number of examples, and therefore we believe that the book is also useful for graduate students who already have some previous background in the field.
Pages
92 pages
Collection
SpringerBriefs in Computer Science
Parution
2019-04-02
Marque
Springer
EAN papier
9783030147709
EAN PDF
9783030147716
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
9
Taille du fichier
2253 Ko
Prix
52,74 €
EAN EPUB
9783030147716
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
9
Taille du fichier
3011 Ko
Prix
52,74 €

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