Computerized method of training a computer executed model for recognizing numerical quantities

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United States of America Patent

PATENT NO 11915157
APP PUB NO 20230040388A1
SERIAL NO

17971525

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A computerized method for training a computer executed model for recognizing numerical quantities is provided. An input, at least one unit expression, is received by an input module. The input module may then search for numeric values and the unit expression in a text corpus, wherein, the text corpus comprises sets of words and frequency of occurrence of each of the sets. The input module may identify identified sets, wherein the identified sets may comprise a combination of a numeric value and the unit expression. A synthetic text generation module may then generate sentences from the text corpus by applying the identified sets as input. A training dataset may be generated by a labeling module by auto labelling features in the generated sentences based on the numeric value and the unit expression and further a training module may train the training model by providing input based on the training dataset.

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Patent Owner(s)

  • KIRA INC.; ZUVA INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hudek, Alexander Karl Toronto, CA 10 29
Zabihi, Jamal Toronto, CA 2 3

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