text analysis with lingpipe 4

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1、TextAnalysiswithLingPipe4TextAnalysiswithLingPipe4BobCarpenterBreckBaldwinLingPipePublishingNewYork2011©LingPipePublishingPending:LibraryofCongressCataloging-in-PublicationDataCarpenter,Bob.TextAnalysiswithLingPipe4.0/BobCarpenter,BreckBaldwinp.cm.Includesbibliographi

2、calreferencesandindex.ISBNX-XXX-XXXXX-X(pbk.)1.NaturalLanguageProcessing2.Java(computerprogramlanguage)I.Carpenter,BobII.Baldwin,BreckIII.TitleQAXXX.XXXXXXXX2011XXX/.XX’X-xxXXXXXXXXXXAllrightsreserved.Thisbook,orpartsthereof,maynotbereproducedinanyformwithoutpermissio

3、nofthepublishers.Contents1GettingStarted11.1ToolsoftheTrade...............................11.2HelloWorldExample.............................91.3IntroductiontoAnt..............................112Handlers,Parsers,andCorpora192.1HandlersandObjectHandlers.................

4、......192.2Parsers......................................202.3Corpora.....................................252.4CrossValidation................................293Tokenization333.1TokenizersandTokenizerFactories....................333.2LingPipe’sBaseTokenizerFactories...

5、.................373.3LingPipe’sFilteredTokenizers........................403.4Morphology,Stemming,andLemmatization...............463.5Soundex:Pronunciation-BasedTokens..................533.6CharacterNormalizingTokenizerFilters.................563.7PennTreebankTokeniz

6、ation........................573.8AdaptingtoandFromLuceneAnalyzers.................643.9TokenizationsasObjects...........................714SuffixArrays754.1WhatisaSuffixArray?............................754.2CharacterSuffixArrays............................764.3TokenSuffixAr

7、rays..............................784.4DocumentCollectionsasSuffixArrays..................814.5ImplementationDetails............................845SymbolTables855.1TheSymbolTableInterface.........................855.2TheMapSymbolTableClass.........................865.3T

8、heSymbolTableCompilerClass.....................896CharacterLanguageModels936.1ApplicationsofLanguageModels..................