Semantic Analysis of Verbal Collocations with Lexical Functions

by Alexander Gelbukh
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Alexander Gelbukh Semantic Analysis of Verbal Collocations with Lexical Functions
Alexander Gelbukh - Semantic Analysis of Verbal Collocations with Lexical Functions

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Description

This book is written for both linguists and computer scientists working in the field of artificial intelligence as well as to anyone interested in intelligent text processing.


Lexical function is a concept that formalizes semantic and syntactic relations between lexical units. Collocational relation is a type of institutionalized lexical relations which holds between the base and its partner in a collocation. Knowledge of collocation is important for natural language processing because collocation comprises the restrictions on how words can be used together. The book shows how collocations can be annotated with lexical functions in a computer readable dictionary - allowing their precise semantic analysis in texts and their effective use in natural language applications including parsers, high quality machine translation, periphrasis system and computer-aided learning of lexica. The books shows how to extract collocations from corpora and annotate them with lexical functions automatically. To train algorithms, the authors created a dictionary of lexical functions containing more than 900 Spanish disambiguated and annotated examples which is a part of this book. The obtained results show that machine learning is feasible to achieve the task of automatic detection of lexical functions.

Contributors

Author:
Alexander Gelbukh
Olga Kolesnikova

Further information

Illustrations Note:
XII, 148 p.
Table of Contents:
Introduction.- Lexical Functions and their Applications.- Identification of Lexical Functions.- Meaning Representation.- Analysis of Verbal Collocations with Lexical Functions.- Linguistic Interpretation.- Dictionary of Spanish Verbal Lexical Functions.
Remarks:
Latest research on Semantic Analysis of Verbal Collocations with Lexical


Recent Advances in Computational Linguistics and Natural language processing


Written by leading experts in the field

Media Type:
Hardcover
Publisher:
Springer Berlin
Language:
English
Edition:
2013
Number of Pages:
148
Summary:
This book shows how collocations can be annotated with lexical functions in a computer readable dictionary, allowing precise semantic analysis in texts and effective use in such natural language applications as parsers, computer-aided learning and more.

Master Data

Product Type:
Hardback book
Release date:
8 August 2012
Package Dimensions:
0.234 x 0.16 x 0.015 m; 0.363 kg
GTIN:
09783642287701
DUIN:
NH2R5M5B75D
£85.57
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