Cross-context natural language model generation

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United States of America Patent

PATENT NO 11699432
SERIAL NO

17476324

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Abstract

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Provided is a method including obtaining a corpus and an associated set of domain indicators. The method includes learning a set of vectors in an embedding space based on n-grams of the corpus. The method includes updating ontology graphs comprising a set of vertices and edges associating the set of vertices with each other. The method also includes determining a vector cluster using hierarchical clustering based on distances of the set of vectors with respect to each other in the embedding space and determining a hierarchy of the ontology graphs based on a set of domain indicators of a respective set of vertices corresponding to vectors of the vector cluster. The method also includes updating an index based on the ontology graphs.

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Patent Owner(s)

  • SORCERO, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bender, Walter Washington, US 21 800
Fernandez, Musoles Carlos Sheffield, GB 1 3
Garay, Maestre Unai Alicante, ES 4 6
Tomkins, Adam Sheffield, GB 4 12

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