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Exam (elaborations)

Natural Language Processing Q And A

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NATURAL LANGUAGE PROCESSING Q AND A

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NATURAL LANGUAGE PROCESSING Q
AND A

WhatgjisgjNLP?gj-gjanswer--
Thegjstudygjofgjthegjcomputationlgjtreatmentgjofgjnaturalgj(human)gjlanguage

Applicationsgj-gjanswer--
SearchgjEnginesgj(Google,gjYahoo!,gjBing,gjBaidu)gjtogjtreatgjandgjunderstandgjqueries
Questiongjansweringgj(IBM'sgjWatson)
NaturalgjLanguagegjassistantsgj(Siri,gjGooglegjNow)
Translationgjsystemsgj(GooglegjTranslate)
Newsgjdigestgj(Yahoo!)
Automaticgjearthquakegjreport

PopulargjTechniquesgj-gjanswer--

Limitationsgj-gjanswer--

Typicalgjchallengesgj-gjanswer--
Naturegjofgjwordsgjandgjtheirgjfunctionsgjingjsentences,gjlengthgjofgjsentences,gjnaturegjofgji
mplicitgjcontexts,gjdistancegjbetweengjdependentgjwords,gjAMBIGUITY,gjimplicitgjknowle
dge,gjandgjcommongjsense,gjetc

ExamplesgjofgjNLPgj-gjanswer--
Blog,gjemails,gjpressgjreleases,gjchats,gjdebates,gjscientificgjdocuments/
papers,gjanonymizedgjdocuments,gjpoetry,gjliterarygjtexts.gjEachgjpresentsgjdifferentgjchal
lengesgjtogjNLP.

SemanticgjRelationshipsgj(Similarity)gj-gjanswer--
Antonymy,gjHypernymy,gjHyponymy,gjMermbershipgjMeronymy,gjPartgjMeronymy

Synonymsgj-gjanswer--Wordsgjorgjwordgjcompoundsgjthatgjcangjhavegjsimilargjmeaning

Polysemygj-gjanswer--
Propertygjforgjwordsgjtogjhavegjmanygjmeaninggj(thegjoccurencegjofgjthegjvariousgjmeaninggj
havegjdifferentgjfrequencies)

WordNetgj-gjanswer--
Specialgjdatabasegjofgjlexicalgjrelationshipsgjbetweengjenglishgjwordsgjandgjtheirgjsemanti
c
gjrelationships.gjMostgjcommongjrelationshipgjingjthegjdatabasegjisgjhypernymy.



Thesaurigj-gjanswer--
EuroWordNet,gjOpengjThesaurus,gjFreebase,gjDBPedia,gjBabelNet,gjVariousgjthesauri
MeSHgj(MedicalgjSubjectgjHeadings)

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