Cargando…

Semantic Analysis of Verbal Collocations with Lexical Functions

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gelbukh, Alexander, Kolesnikova, Olga
Lenguaje:eng
Publicado: Springer 2013
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-642-28771-8
http://cds.cern.ch/record/1500270
_version_ 1780926874188251136
author Gelbukh, Alexander
Kolesnikova, Olga
author_facet Gelbukh, Alexander
Kolesnikova, Olga
author_sort Gelbukh, Alexander
collection CERN
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.
id cern-1500270
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2013
publisher Springer
record_format invenio
spelling cern-15002702021-04-22T00:01:54Zdoi:10.1007/978-3-642-28771-8http://cds.cern.ch/record/1500270engGelbukh, AlexanderKolesnikova, OlgaSemantic Analysis of Verbal Collocations with Lexical FunctionsEngineeringThis 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.Springeroai:cds.cern.ch:15002702013
spellingShingle Engineering
Gelbukh, Alexander
Kolesnikova, Olga
Semantic Analysis of Verbal Collocations with Lexical Functions
title Semantic Analysis of Verbal Collocations with Lexical Functions
title_full Semantic Analysis of Verbal Collocations with Lexical Functions
title_fullStr Semantic Analysis of Verbal Collocations with Lexical Functions
title_full_unstemmed Semantic Analysis of Verbal Collocations with Lexical Functions
title_short Semantic Analysis of Verbal Collocations with Lexical Functions
title_sort semantic analysis of verbal collocations with lexical functions
topic Engineering
url https://dx.doi.org/10.1007/978-3-642-28771-8
http://cds.cern.ch/record/1500270
work_keys_str_mv AT gelbukhalexander semanticanalysisofverbalcollocationswithlexicalfunctions
AT kolesnikovaolga semanticanalysisofverbalcollocationswithlexicalfunctions