Patent · US Active

Machine learning platform for structuring data in organizations

US11842286B2 · kind B2 · utility

1Cited by

0References

21Claims

0Family size

Assignee

ExlService Holdings, Inc. · US

Inventors

Chaithanya Manda · Jersey City, US
Anupam Kumar · Seattle, US
Solmaz Torabi · Austin, US
Raman Kumar · Supaul, IN
Anish Goswami · Pune, IN
Sidhant Agarwal · Ranchi, IN
Md Sharique · Bondel, IN
Diksha Malhotra · Mohali, IN
Garimella Venkata BhanuTeja · Vijayawada, IN
Arvind Singh · Dehradun, IN
Pavan Praneeth · Hyderabad, IN

Key dates

Filing date	Nov 16, 2022
Grant date	Dec 12, 2023
Priority date	—
Expiry date	Nov 16, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

An application instance that includes one or more machine learning models receives, from a subscriber computing system, a document comprising unstructured data. Based on the unstructured data, the application instance generates an optimized model input that includes a plurality of parsed document sections. For each parsed document section, the application instance generates an output set by performing, by a machine learning model, at least one key information extraction operation. The machine learning model transmits the output in structured form to a target application operated or hosted at least in part by a subscriber entity associated with the subscriber computing system.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.