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Natural Language Processing with ThoughtTreasure by Erik T. Mueller

Natural Language Processing with ThoughtTreasure

by Erik T. Mueller
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Book cover type: Paperback
  • ISBN13: 9781478171652
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Createspace Independent Publishing Platform
  • Publisher Imprint: Createspace Independent Publishing Platform
  • Publication Date:
  • Pages: 452
  • Original Price: USD 21.63
  • Language: English
  • Edition: N/A
  • Item Weight: 599 grams
  • BISAC Subject(s): Artificial Intelligence / Natural Language Processing and Artificial Intelligence / General

ThoughtTreasure is a commonsense knowledge base and architecture for natural language processing. It uses multiple representations including logic, finite automata, grids, and scripts. The ThoughtTreasure architecture consists of: the text agency, containing text agents for recognizing words, phrases, and names, and mechanisms for learning new words and inflections; the syntactic component, containing a syntactic parser, base rules, and filters; the semantic component, containing a semantic parser for producing a surface-level understanding of a sentence, a natural language generator, and an anaphoric parser for resolving anaphoric entities such as pronouns; the planning agency, containing planning agents for achieving goals on behalf of simulated actors; and the understanding agency, containing understanding agents for producing a more detailed understanding of a discourse.

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