Automated calculation predictions with explanations

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United States of America Patent

PATENT NO 11669681
APP PUB NO 20230045574A1
SERIAL NO

17394220

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Media, methods, and systems are disclosed for automatically calculating predicted values using deep learning models. One or more input forms having a plurality of input form field values are received. The input form field values are automatically parsed into a set of computer-generated candidate standard field values. The set of candidate standard field values are automatically normalized into a data frame having a set of normalized field values. In response to determining which portions of the data frame to apply to a line calculation neural network, a corresponding line calculation neural network is applied. At least one output form line calculation is performed. A natural language explanation regarding the at least one output form line calculation is generated. Additional user provided inputs are received in response to the natural language explanation, and at least one remaining calculation is carried out based on the one or more additional user provided inputs.

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Patent Owner(s)

  • HRB INNOVATIONS, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kite, Benjamin A Lawrence, US 3 0
Ward, Jason N Lee's Summit, US 9 28
Zheng, Zhi Lawrence, US 52 311

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