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《Foundations of Statistical Natural Language Processing》由會(huì)員上傳分享，免費(fèi)在線閱讀，更多相關(guān)內(nèi)容在學(xué)術(shù)論文-天天文庫(kù)。
1、ContentsListofTables---------------------------------------------------------------------------------xvListofFigures--------------------------------------------------------------------------------xxiTableofNotations------------------------------------------------------------
2、-----------------xxvPreface--------------------------------------------------------------------------------------xxixRoadMap------------------------------------------------------------------------------------xxxvPartIPreliminaries---------------------------------------------
3、---------------------------11Introduction-----------------------------------------------------------------------------31.1Prologue:RationalistandEmpiricistApproaches--------------------------------------------41.2ScientificContent---------------------------------------------
4、------------------------71.2.1Questionsthatlinguisticsshouldanswer---------------------------------------------81.2.2Non-categoricalphenomenainlanguage---------------------------------------------111.2.3Languageandcognitionasprobabilisticphenomena----------------------------
5、-------151.3TheAmbiguityofLanguage:WhyNLPisDifficult-----------------------------------------171.4DirtyHands-------------------------------------------------------------------------191.4.1Lexicalresources---------------------------------------------------------------191.4.2W
6、ordcounts-------------------------------------------------------------------201.4.3Zipf’slaws--------------------------------------------------------------------231.4.4Collocations-------------------------------------------------------------------291.4.5Concordances---------
7、---------------------------------------------------------311.5FurtherReading----------------------------------------------------------------------341.6Exercises---------------------------------------------------------------------------352MathematicalFoundations--------------
8、---------------------------------------------------392.1ElementaryProbabili
