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r3 - 01 Aug 2010 - 10:04:57 - CohanCarlosYou are here: TWiki >  Main Web > TWikiUsers > CohanCarlos > NaturalLanguageProcessing
Some of the topics in NaturalLanguageProcessing and MachineLearning that a researcher could investigate include:

  • Transliteration
  • SmsNormalization?
  • SpellingCorrection?
  • SpellChecking?

  • InformationRetrieval?
  • FacetedSearch?
  • SemanticSearch?
  • CrossLanguageInformationRetrieval?

  • CoreferenceResolution?
  • QuestionAnswering?

  • MachineTranslation?
  • SyntacticParsing?
  • DependencyParsing?

  • SemanticRoleLabeling?
  • DialogProcessing?

Statistical machinery used to solve problems like these include:

  • Classifiers
    • NaiveBayesianClassifiers?
    • MaximumEntropyClassifiers?
    • SupportVectorMachines?
  • Clustering?
  • SequentialClassifiers?
  • BayesianGraphicalModels?

-- CohanCarlos - 05 Jul 2010

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