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[Natural.Language.Annotation.for.Machine.Learningpdf
Thisbookisintendedasaresourceforpeoplewhoareinterestedinusingcomputerstohelpprocessnaturallanguage.A"naturallanguage"referstoanylanguagespokenbyhumans,eithercurrently(e.g.,English,Chinese,Spanish)orinthepast(e.g.,Latin,Greek,Sankrit).“Annotation”referstotheprocessofaddingmetadatainformationtothetextinordertoaugmentacomputer’sabilitiestoperformNaturalLanguageProcessing(NLP).Inparticular,weexaminehowinformationcanbeaddedtonaturallanguagetextthroughannotationinordertoincreasetheperformanceofmachinelearningalgorithms—computerprogramsdesignedtoextrapolaterulesfromtheinformationprovidedovertextsinordertoapplythoserulestounannotatedtextslateron.
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