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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Syntactic N-Grams in Computational Linguistics

Syntactic N-Grams in Computational Linguistics

Sidorov, Grigori

Paperback

Series: Springerbriefs in Computer Science

LinguisticsGeneral Computers

ISBN10: 3030147703
ISBN13: 9783030147709
Publisher: Springer Nature
Published: Apr 11 2019
Pages: 92
Weight: 0.35
Height: 0.22 Width: 6.14 Depth: 9.21
Language: English
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.

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