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 –

Read more about this topic:  Natural Language Processing Toolkits

Famous quotes containing the words natural and/or language:

    Knowledge has two extremes. The first is the pure natural ignorance in which all men find themselves at birth. The other extreme is that reached by great minds, who, having run through all that men can know, find they know nothing, and come back again to that same natural ignorance from which they set out; this is a learned ignorance which is conscious of itself.
    Blaise Pascal (1623–1662)

    Any language is necessarily a finite system applied with different degrees of creativity to an infinite variety of situations, and most of the words and phrases we use are “prefabricated” in the sense that we don’t coin new ones every time we speak.
    David Lodge (b. 1935)