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 Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology – ISAT 2016 – Part III by Grigori Sidorov
Cover of the book Stem Cells Heterogeneity in Cancer by Grigori Sidorov
Cover of the book Behavioral Analysis of Maternal Filicide by Grigori Sidorov
Cover of the book A Clinical Guide to Pediatric HIV by Grigori Sidorov
Cover of the book Tidal Sedimentation of the Sunderban's Thakuran Basin by Grigori Sidorov
Cover of the book Computer Vision in Control Systems-3 by Grigori Sidorov
Cover of the book Business Ethics and Leadership from an Eastern European, Transdisciplinary Context by Grigori Sidorov
Cover of the book 3D, 4D and Predictive Modelling of Major Mineral Belts in Europe by Grigori Sidorov
Cover of the book Geogames and Geoplay by Grigori Sidorov
Cover of the book Investing in the Trump Era by Grigori Sidorov
Cover of the book Research and Development in the Academy, Creative Industries and Applications by Grigori Sidorov
Cover of the book Memory Controllers for Mixed-Time-Criticality Systems by Grigori Sidorov
Cover of the book Design Optimisation and Validation of Phononic Crystal Plates for Manipulation of Elastodynamic Guided Waves by Grigori Sidorov
Cover of the book Antoine-Augustin Cournot as a Sociologist by Grigori Sidorov
Cover of the book Wave Motion as Inquiry 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