03384nam 2200577Ia 450 991043792370332120200520144314.03-642-28771-910.1007/978-3-642-28771-8(CKB)3390000000030168(SSID)ssj0000746127(PQKBManifestationID)11411489(PQKBTitleCode)TC0000746127(PQKBWorkID)10860559(PQKB)10020671(DE-He213)978-3-642-28771-8(MiAaPQ)EBC3070839(PPN)168312816(EXLCZ)99339000000003016820120820d2013 uy 0engurnn#008mamaatxtccrSemantic analysis of verbal collocations with lexical functions /Alexander Gelbukh and Olga Kolesnikova1st ed. 2013.Berlin ;New York Springerc20131 online resource (XII, 148 p.)Studies in computational intelligence,1860-949X ;414Bibliographic Level Mode of Issuance: Monograph3-642-43633-1 3-642-28770-0 Includes bibliographical references.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.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.Studies in computational intelligence ;v. 414.Computational linguisticsCollocation (Linguistics)Computational linguistics.Collocation (Linguistics)006.3/5Gelbukh Alexander1962-1063518Kolesnikova Olga1758695MiAaPQMiAaPQMiAaPQBOOK9910437923703321Semantic analysis of verbal collocations with lexical functions4196917UNINA