List of 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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Famous quotes containing the words natural and/or language:

    “Fielding being mentioned, Johnson exclaimed, “he was a blockhead ....” BOSWELL. “Will you not allow, Sir, that he draws very natural pictures of human life?” JOHNSON. “Why, Sir, it is of very low life. Richardson used to say, that had he not known who Fielding was, he should have believed he was an ostler.””
    —Samuel Johnson (1709–1784)

    “Our language has wisely sensed these two sides of man’s being alone. It has created the word “loneliness” to express the pain of being alone. And it has created the word “solitude” to express the glory of being alone. Although, in daily life, we do not always distinguish these words, we should do so consistently and thus deepen our understanding of our human predicament.”
    —Paul Tillich (1886–1965)