Automated data classification error correction through spatial analysis using machine learning

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United States of America Patent

PATENT NO 11816427
SERIAL NO

18050092

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Abstract

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Aspects of the present disclosure provide techniques for automated data classification error correction through machine learning. Embodiments include receiving a set of predicted labels corresponding to a set of consecutive text strings that appear in a particular order in a document, including: a first text string corresponding to a first predicted label; a second text string that follows the first text string in the particular order and corresponds to a second predicted label; and a third text string that follows the second text string in the particular order and corresponds to a third predicted label. Embodiments include providing inputs to a machine learning model based on: the third text string; the second text string; the second predicted label; and the first predicted label. Embodiments include determining a corrected third label for the third text string based on an output provided by the machine learning model in response to the inputs.

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Patent Owner(s)

Patent OwnerAddress
INTUIT INC2700 COAST AVENUE MOUNTAIN VIEW CA 94043

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ghosh, Mithun Bangalore, IN 4 4
Subrahmaniam, Vignesh Thirukazhukundram Bangalore, IN 6 13

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