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.

Date of Patent:
Apr. 19, 2022

Filed:

Jan. 30, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Diwakar Mahajan, New York, NY (US);

Ananya Aniruddha Poddar, White Plains, NY (US);

Bharath Dandala, White Plains, NY (US);

Ching-Huei Tsou, Briarcliff Manor, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/295 (2020.01); G06N 20/00 (2019.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 40/295 (2020.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

Text data including at least named entities can be received. From the named entities, continuous entities, overlapping entities and disjoint entities can be identified. The overlapping entities can be transformed into continuous entities. The continuous entities, the transformed entities and the disjoint entities can be encoded. The encoded entities can be input to a machine learning language model to train the machine learning model to predict candidate entities. The predicted entities can be decoded to reconstruct the predicted entities.


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