Inventors:
- Mountain View CA, US
Hui Chen - Frisco TX, US
Preeti Duraipandian - Plano TX, US
Dominic Miguel Rossi - San Diego CA, US
Assignee:
Intuit Inc. - Mountain View CA
International Classification:
G06N 20/20
G06N 3/04
G06K 9/00
G06K 9/62
G06K 9/34
Abstract:
A method may include extracting, from a document, a first key-value pair including a key and a first value and corresponding to a first confidence score, extracting a second key-value pair including the key and a second value corresponding to a second confidence score, classifying a first match probability for the first key-value pair and a second match probability for the second key-value pair, generating a first calibrated confidence score for the first confidence score and a second calibrated confidence score for the second confidence score by transforming, using precision lookup tables constructed from training records, the first match probability to the first calibrated confidence score and the second match probability to second calibrated confidence score, selecting, using the first and second calibrated confidence scores, one of the first key-value pair and the second key-value pair, and presenting, in a graphical user interface (GUI), the selected key-value pair.