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:
Feb. 04, 2025

Filed:

Jul. 11, 2022
Applicant:

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

Inventors:

Thanh Lam Hoang, Maynooth, IE;

Dzung Phan, Pleasantville, NY (US);

Gabriele Picco, Dublin, IE;

Lam Nguyen, Ossining, NY (US);

Marco Luca Sbodio, Castaheany, IE;

Vanessa Lopez Garcia, Dublin, IE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/126 (2020.01); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06F 40/40 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/126 (2020.01); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06F 40/40 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01);
Abstract

Embodiments are provided for unsupervised learning of domain specific knowledge graph from textual data and language generation from knowledge graph via reinforcement learning in a computing system by a processor. Unstructured data is automatically parsed into one or more knowledge graphs based on the unstructured data and a list of candidate relations using a first machine learning model. Text data is generated from the one or more knowledge graphs using a second machine learning model.


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