Natural language processing utilizing propagation of knowledge through logical parse tree structures

Natural language processing utilizing propagation of knowledge through logical parse tree structures

Mechanisms are provided for processing logical relationships in natural language content. A logical parse of a first parse of a natural language content is generated by identifying latent logical operators within the first parse indicative of logical relationships between elements of the natural lan...

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Hauptverfasser: Nielsen Robert L, Smythe Jared M. D, Bruno Nicholas V, Sakhitab Saeid, Woods Eric
Format: Patent
Sprache:eng
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CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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creator Nielsen Robert L
Smythe Jared M. D
Bruno Nicholas V
Sakhitab Saeid
Woods Eric
description Mechanisms are provided for processing logical relationships in natural language content. A logical parse of a first parse of a natural language content is generated by identifying latent logical operators within the first parse indicative of logical relationships between elements of the natural language content. The logical parse comprises nodes and edges linking nodes. At least one knowledge value is associated with each node in the logical parse. The at least one knowledge value of at least a subset of the nodes in the logical parse is propagated to one or more other nodes in the logical parse based on propagation rules. A reasoning operation is performed on the logical parse to generate a knowledge output indicative of knowledge associated with one or more of the logical relationships between elements of the natural language content.
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title Natural language processing utilizing propagation of knowledge through logical parse tree structures
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