Syntactic N-Grams in Computational Linguistics

ISBN-13: 9783030147709 / Angielski / Miękka / 2019 / 92 str.

Grigori Sidorov

Opis

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Spis treści

Preface.- Introduction.- PART I.  VECTOR SPACE MODEL  IN THE ANALYSIS OF SIMILARITY  BETWEEN TEXTS.- Chapter 1.  Formalization in computational linguistics.- Chapter 2. Vector space model.- Chapter 3. Vector space model for texts and the tf-idf measure.- Chapter 4. Latent Semantic Analysis (LSA): reduction of dimensions.- Chapter 5. Design of experiments in computational linguistics.- Chapter 6.  Example of application of n-grams: authorship attribution using n-grams of syllables.- PART II.  NON-LINEAR CONSTRUCTION  OF N-GRAMS.- Chapter 7.  Syntactic n-grams: the concept.- Chapter 8. Types of syntactic n-grams according to their components.- Chapter 9.  Continuous and non-continuous syntactic n-grams.- Chapter 10. Metalanguage of syntactic n-grams representation.- Chapter 11.  Examples of construction of non-continuous syntactic n-grams.- Chapter 12. Automatic analysis of authorship using syntactic n-grams.- Chapter 13.  Filtered n-grams.- Chapter 14.  Generalized n-grams.

O autorze

Grigori Sidorov is full Professor and researcher at the "Centro de Investigación en Computación" (Center for Computing Research, CIC),which is part of the "Instituto Politécnico Nacional" (National Polytechnic Institute), IPN in Mexico city, Mexico.