Natural Language Processing with ThoughtTreasure
Overview
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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Details
- ISBN-13: 9781478171652
- ISBN-10: 1478171650
- Publisher: Createspace Independent Publishing Platform
- Publish Date: July 2012
- Dimensions: 9.02 x 5.98 x 0.91 inches
- Shipping Weight: 1.32 pounds
- Page Count: 452
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