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:
Jan. 10, 2023
Filed:
Aug. 26, 2020
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Thibault Sellam, New York City, NY (US);
Dipanjan Das, Jersey City, NJ (US);
Ankur Parikh, New York City, NY (US);
Assignee:
GOOGLE LLC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/47 (2020.01); G06F 40/289 (2020.01); G06F 40/205 (2020.01); G06F 40/51 (2020.01);
U.S. Cl.
CPC ...
G06F 40/289 (2020.01); G06F 40/205 (2020.01); G06F 40/47 (2020.01); G06F 40/51 (2020.01);
Abstract
Systems and methods for automatic evaluation of the quality of NLG outputs. In some aspects of the technology, a learned evaluation model may be pretrained first using NLG model pretraining tasks, and then with further pretraining tasks using automatically generated synthetic sentence pairs. In some cases, following pretraining, the evaluation model may be further fine-tuned using a set of human-graded sentence pairs, so that it learns to approximate the grades allocated by the human evaluators.