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:
Jan. 21, 2025

Filed:

Nov. 06, 2021
Applicant:

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

Inventors:

Chulaka Gunasekara, New Hyde Park, NY (US);

Guy Feigenblat, Givataym, IL;

Benjamin Sznajder, Jerusalem, IL;

Sachindra Joshi, Gurgaon, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 40/205 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 40/205 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01);
Abstract

In an approach to improve abstract summarization with question and answer rewards embodiments generate, by a question and answer generator, questions and answers corresponding to a generated summary. Further, embodiments evaluate received answers for the generated questions by analyzing received answers associated with the generated summary against answers received for an original summary, and calculate a reward based on the similarity between answers associated with generated summary and the original summary. Additionally, embodiments update the generation model by applying the calculated reward to further train the summary generation model.


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