LEADER 04915nam 22007335 450 001 9910298983303321 005 20250609111914.0 010 $a3-642-41464-8 024 7 $a10.1007/978-3-642-41464-0 035 $a(CKB)3710000000219469 035 $a(SSID)ssj0001338447 035 $a(PQKBManifestationID)11770139 035 $a(PQKBTitleCode)TC0001338447 035 $a(PQKBWorkID)11338418 035 $a(PQKB)10063491 035 $a(DE-He213)978-3-642-41464-0 035 $a(MiAaPQ)EBC6315243 035 $a(MiAaPQ)EBC5577972 035 $a(Au-PeEL)EBL5577972 035 $a(OCoLC)888017691 035 $a(PPN)180627481 035 $a(MiAaPQ)EBC1802930 035 $a(EXLCZ)993710000000219469 100 $a20140806d2014 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aLanguage Processing with Perl and Prolog $eTheories, Implementation, and Application /$fby Pierre M. Nugues 205 $a2nd ed. 2014. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2014. 215 $a1 online resource (XXV, 662 p. 200 illus., 18 illus. in color.) 225 1 $aCognitive Technologies,$x1611-2482 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a3-642-41463-X 327 $aAn Overview of Language Processing -- Corpus Processing Tools -- Encoding and Annotation Scheme -- Topics in Information Theory and Machine Learning -- Counting Words -- Words, Parts of Speech, and Morphology -- Part-of-Speech Tagging Using Rules -- Part-of-Speech Tagging Using Statistical Techniques -- Phrase-Structure Grammars in Prolog -- Partial Parsing -- Syntactic Formalisms -- Constituent Parsing -- Dependency Parsing -- Semantics and Predicate Logic -- Lexical Semantics -- Discourse -- Dialogue -- Appendix A, An Introduction to Prolog Index References. 330 $aThe areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to real-world, proven applications.   This book teaches the principles of natural language processing, first covering practical linguistics issues such as encoding and annotation schemes, defining words, tokens and parts of speech, and morphology, as well as key concepts in machine learning, such as entropy, regression, and classification, which are used throughout the book. It then details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques, using Prolog to write phase-structure grammars, syntactic formalisms and parsing techniques, semantics, predicate logic, and lexical semantics, and analysis of discourse and applications in dialogue systems. A key feature of the book is the author's hands-on approach throughout, with sample code in Prolog and Perl, extensive exercises, and a detailed introduction to Prolog. The reader is supported with a companion website that contains teaching slides, programs, and additional material.   The second edition is a complete revision of the techniques exposed in the book to reflect advances in the field, the author redesigned or updated all the chapters, added two new ones, and considerably expanded the sections on machine-learning techniques. 410 0$aCognitive Technologies,$x1611-2482 606 $aNatural language processing (Computer science) 606 $aComputational linguistics 606 $aArtificial intelligence 606 $aUser interfaces (Computer systems) 606 $aNatural Language Processing (NLP)$3https://scigraph.springernature.com/ontologies/product-market-codes/I21040 606 $aComputational Linguistics$3https://scigraph.springernature.com/ontologies/product-market-codes/N22000 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 615 0$aNatural language processing (Computer science) 615 0$aComputational linguistics. 615 0$aArtificial intelligence. 615 0$aUser interfaces (Computer systems) 615 14$aNatural Language Processing (NLP). 615 24$aComputational Linguistics. 615 24$aArtificial Intelligence. 615 24$aUser Interfaces and Human Computer Interaction. 676 $a006.35 700 $aNugues$b Pierre M$4aut$4http://id.loc.gov/vocabulary/relators/aut$0959442 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910298983303321 996 $aLanguage Processing with Perl and Prolog$92174069 997 $aUNINA