Syntactic n-grams in Computational Linguistics

Nonfiction, Reference & Language, Language Arts, Linguistics, Computers, Advanced Computing, General Computing
Cover of the book Syntactic n-grams in Computational Linguistics by Grigori Sidorov, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Grigori Sidorov ISBN: 9783030147716
Publisher: Springer International Publishing Publication: May 13, 2019
Imprint: Springer Language: English
Author: Grigori Sidorov
ISBN: 9783030147716
Publisher: Springer International Publishing
Publication: May 13, 2019
Imprint: Springer
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.

This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain in a 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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 in a 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.

More books from Springer International Publishing

Cover of the book Common Good Politics by Grigori Sidorov
Cover of the book Theoretical Physics 5 by Grigori Sidorov
Cover of the book A Novel Heme-Thiolate Peroxygenase AaeAPO and Its Implications for C-H Activation Chemistry by Grigori Sidorov
Cover of the book ‘True Democracy’ as a Prelude to Communism by Grigori Sidorov
Cover of the book Philosophizing Madness from Nietzsche to Derrida by Grigori Sidorov
Cover of the book Food Hygiene and Applied Food Microbiology in an Anthropological Cross Cultural Perspective by Grigori Sidorov
Cover of the book Mathematics of Epidemics on Networks by Grigori Sidorov
Cover of the book Factors Governing Tin Whisker Growth by Grigori Sidorov
Cover of the book The Storied Nature of Human Life by Grigori Sidorov
Cover of the book Convergence of Knowledge, Technology and Society by Grigori Sidorov
Cover of the book Hypertension and Cardiac Organ Damage by Grigori Sidorov
Cover of the book Searching Speech Databases by Grigori Sidorov
Cover of the book Endangered Forested Wetlands of Sundaland by Grigori Sidorov
Cover of the book Nanocomposites, Nanophotonics, Nanobiotechnology, and Applications by Grigori Sidorov
Cover of the book Modeling, Computing and Data Handling Methodologies for Maritime Transportation by Grigori Sidorov
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy