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Semantic Analysis of Verbal Collocations with Lexical Functions - Alexander Gelbukh, Olga Kolesnikova
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Alexander Gelbukh, Olga Kolesnikova:

Semantic Analysis of Verbal Collocations with Lexical Functions - neues Buch

ISBN: 9783642287701

ID: 978364228770

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. Alexander Gelbukh, Olga Kolesnikova, Books, Computers, Semantic Analysis of Verbal Collocations with Lexical Functions Books>Computers, Springer Berlin Heidelberg

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

Semantic Analysis of Verbal Collocations with Lexical Functions - neues Buch

ISBN: 9783642287701

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., [SC: 9.90], Neuware, gewerbliches Angebot, 239x165x18 mm, [GW: 423g]

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Semantic Analysis of Verbal Collocations with Lexical Functions - Alexander Gelbukh
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Alexander Gelbukh:
Semantic Analysis of Verbal Collocations with Lexical Functions - neues Buch

ISBN: 9783642287701

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., Neuware, gewerbliches Angebot, 239x165x18 mm, [GW: 423g]

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Semantic Analysis of Verbal Collocations with Lexical Functions - Alexander Gelbukh
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Alexander Gelbukh:
Semantic Analysis of Verbal Collocations with Lexical Functions - neues Buch

ISBN: 9783642287701

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., Neuware, gewerbliches Angebot, 239x165x18 mm, [GW: 423g]

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2012, ISBN: 9783642287701

ID: 22739985

2013, Hardcover, Buch, [PU: Springer Berlin]

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Details zum Buch
Semantic Analysis of Verbal Collocations with Lexical Functions
Autor:

Alexander Gelbukh

Titel:

Semantic Analysis of Verbal Collocations with Lexical Functions

ISBN-Nummer:

9783642287701

Detailangaben zum Buch - Semantic Analysis of Verbal Collocations with Lexical Functions


EAN (ISBN-13): 9783642287701
ISBN (ISBN-10): 3642287700
Gebundene Ausgabe
Erscheinungsjahr: 2012
Herausgeber: Springer-Verlag GmbH
146 Seiten
Gewicht: 0,423 kg
Sprache: Englisch

Buch in der Datenbank seit 23.12.2009 04:43:22
Buch zuletzt gefunden am 28.12.2016 11:45:51
ISBN/EAN: 9783642287701

ISBN - alternative Schreibweisen:
3-642-28770-0, 978-3-642-28770-1

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