Patent · US Active

Method and system for hybrid entity recognition

US11580301B2 · kind B2 · utility

0Cited by

6References

20Claims

0Family size

Assignee

Genpact Luxembourg S.à r.l. II · LU

Inventors

Ravi Narayan · Honolulu, US
Sunil Kumar Khokhar · Greater Noida, IN
Vikas Mehta · Glen Ellyn, US
Chirag Srivastava · Greater Noida, IN

Key dates

Filing date	Dec 19, 2019
Grant date	Feb 14, 2023
Priority date	—
Expiry date	Dec 17, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06N5/046
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A hybrid entity recognition system and accompanying method identify composite entities based on machine learning. An input sentence is received and is preprocessed to remove extraneous information, perform spelling correction, and perform grammar correction to generate a cleaned input sentence. A POS tagger tags parts of speech of the cleaned input sentence. A rules based entity recognizer module identifies first level entities in the cleaned input sentence. The cleaned input sentence is converted and translated into numeric vectors. Basic and composite entities are extracted from the cleaned input sentence using the numeric vectors.

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