LEADER 03384nam 2200577Ia 450 001 9910437923703321 005 20200520144314.0 010 $a3-642-28771-9 024 7 $a10.1007/978-3-642-28771-8 035 $a(CKB)3390000000030168 035 $a(SSID)ssj0000746127 035 $a(PQKBManifestationID)11411489 035 $a(PQKBTitleCode)TC0000746127 035 $a(PQKBWorkID)10860559 035 $a(PQKB)10020671 035 $a(DE-He213)978-3-642-28771-8 035 $a(MiAaPQ)EBC3070839 035 $a(PPN)168312816 035 $a(EXLCZ)993390000000030168 100 $a20120820d2013 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aSemantic analysis of verbal collocations with lexical functions /$fAlexander Gelbukh and Olga Kolesnikova 205 $a1st ed. 2013. 210 $aBerlin ;$aNew York $cSpringer$dc2013 215 $a1 online resource (XII, 148 p.) 225 1 $aStudies in computational intelligence,$x1860-949X ;$v414 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-43633-1 311 $a3-642-28770-0 320 $aIncludes bibliographical references. 327 $aIntroduction -- 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. 330 $aThis book is written for both linguists and computer scientists working in the field of artificial intelligence as well as to anyone interested in intelligent text processing. Lexical function is a concept that formalizes semantic and syntactic relations between lexical units. Collocational relation is a type of institutionalized lexical relations which holds between the base and its partner in a collocation. Knowledge of collocation is important for natural language processing because collocation comprises the restrictions on how words can be used together. The book shows how collocations can be annotated with lexical functions in a computer readable dictionary - allowing their precise semantic analysis in texts and their effective use in natural language applications including parsers, high quality machine translation, periphrasis system and computer-aided learning of lexica. The books shows how to extract collocations from corpora and annotate them with lexical functions automatically. To train algorithms, the authors created a dictionary of lexical functions containing more than 900 Spanish disambiguated and annotated examples which is a part of this book. The obtained results show that machine learning is feasible to achieve the task of automatic detection of lexical functions. 410 0$aStudies in computational intelligence ;$vv. 414. 606 $aComputational linguistics 606 $aCollocation (Linguistics) 615 0$aComputational linguistics. 615 0$aCollocation (Linguistics) 676 $a006.3/5 700 $aGelbukh$b Alexander$f1962-$01063518 701 $aKolesnikova$b Olga$01758695 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910437923703321 996 $aSemantic analysis of verbal collocations with lexical functions$94196917 997 $aUNINA