EAN: 9783030147709

SPRINGERBRIEFS IN COMPUTER SCIENCE SYNTACTIC ...

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.

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