Patent · US Active

System and method for transforming unstructured text into structured form

US11144721B2 · kind B2 · utility

2Cited by

2References

20Claims

0Family size

Assignee

ACCENTURE GLOBAL SOLUTIONS LIMITED · IE

Inventors

Jayati Deshmukh · Bengaluru, IN
Annervaz K. M. · Bengaluru, IN
Shubhashis Sengupta · Bengaluru, IN

Key dates

Filing date	May 31, 2019
Grant date	Oct 12, 2021
Priority date	—
Expiry date	Nov 21, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG10L25/30
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A system and method for transforming unstructured text into structured form is disclosed. The system and method include converting an input word sequence (e.g., sentence) into tagged output which can be then easily be converted into a structured format. The system may include a bidirectional recurrent neural network that can generate multiple labels of individual words or phrases. In some embodiments, a customized learning loss equation involving set similarity is used to generate the multiple labels.

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