Natural Language Processing with Java Cookbook
NaturalLanguageProcessing(NLP)hasbecomeoneoftheprimetechnologiesforprocessingverylargeamountsofunstructureddatafromdisparateinformationsources.Thisbookincludesawidesetofrecipesandquickmethodsthatsolvechallengesintextsyntax,semantics,andspeechtasks.Atthebeginningofthebook,you'lllearnimportantNLPtechniques,suchasidentifyingpartsofspeech,taggingwords,andanalyzingwordsemantics.YouwilllearnhowtoperformlexicalanalysisandusemachinelearningtechniquestospeedupNLPoperations.Withindependentrecipes,youwillexploretechniquesforcustomizingyourexistingNLPengines/modelsusingJavalibrariessuchasOpenNLPandtheStanfordNLPlibrary.YouwillalsolearnhowtouseNLPprocessingfeaturesfromcloud-basedsources,includingGoogleandAmazon’sAWS.Youwillmastercoretasks,suchasstemming,lemmatization,part-of-speechtagging,andnamedentityrecognition.Youwillalsolearnaboutsentimentanalysis,semantictextsimilarity,languageidentification,machinetranslation,andtextsummarization.Bytheendofthisbook,youwillbereadytobecomeaprofessionalNLPexpertusingaproblem-solutionapproachtoanalyzeanysortoftext,sentences,orsemanticwords.
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