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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Gelbukh, Alexander (Συγγραφέας), Kolesnikova, Olga (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Σειρά:Studies in Computational Intelligence, 414
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03413nam a22005295i 4500
001 978-3-642-28771-8
003 DE-He213
005 20151125231231.0
007 cr nn 008mamaa
008 120808s2013 gw | s |||| 0|eng d
020 |a 9783642287718  |9 978-3-642-28771-8 
024 7 |a 10.1007/978-3-642-28771-8  |2 doi 
040 |d GrThAP 
050 4 |a Q342 
072 7 |a UYQ  |2 bicssc 
072 7 |a COM004000  |2 bisacsh 
082 0 4 |a 006.3  |2 23 
100 1 |a Gelbukh, Alexander.  |e author. 
245 1 0 |a Semantic Analysis of Verbal Collocations with Lexical Functions  |h [electronic resource] /  |c by Alexander Gelbukh, Olga Kolesnikova. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2013. 
300 |a XII, 148 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 414 
505 0 |a 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. 
520 |a 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. 
650 0 |a Engineering. 
650 0 |a Artificial intelligence. 
650 0 |a Computational linguistics. 
650 0 |a Semantics. 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Computational Linguistics. 
650 2 4 |a Semantics. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Language Translation and Linguistics. 
700 1 |a Kolesnikova, Olga.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642287701 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 414 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-28771-8  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)