Natural Language Processing Toolkits - Subfields of Natural Language Processing

Subfields of Natural Language Processing

  • Information extraction (IE) – field concerned in general with the extraction of semantic information from text. This covers tasks such as named entity recognition, coreference resolution, relationship extraction, etc.
  • Speech processing – field that covers speech recognition, text-to-speech and related tasks.
  • Statistical natural language processing –
    • Statistical semantics –
      • Distributional semantics –

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