The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 12, 2021
Filed:
May. 31, 2019
Applicant:
Accenture Global Solutions Limited, Dublin, IE;
Inventors:
Assignee:
Accenture Global Solutions Limited, Dublin, IE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 40/253 (2020.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 16/383 (2019.01); G06F 40/268 (2020.01); G06F 40/30 (2020.01); G06F 40/211 (2020.01); G10L 25/30 (2013.01);
U.S. Cl.
CPC ...
G06F 40/253 (2020.01); G06F 16/383 (2019.01); G06N 3/0445 (2013.01); G06N 3/084 (2013.01); G06F 40/20 (2020.01); G06F 40/211 (2020.01); G06F 40/268 (2020.01); G06F 40/30 (2020.01); G10L 25/30 (2013.01);
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.