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:
Aug. 09, 2022

Filed:

Nov. 09, 2017
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Mahmoud Adada, Montreal, CA;

Andrew James McNamara, Cambridge, CA;

Kaheer Suleman, Cambridge, CA;

Xihui Lin, Montreal, CA;

En Hui Zhuang, Longueuil, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2019.01); G06F 16/2457 (2019.01); G06N 20/00 (2019.01); G06F 16/93 (2019.01); G06F 16/332 (2019.01); G06F 16/951 (2019.01); G06F 40/205 (2020.01); G06F 40/258 (2020.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/3329 (2019.01); G06F 16/93 (2019.01); G06F 16/951 (2019.01); G06F 40/205 (2020.01); G06F 40/258 (2020.01); G06N 20/00 (2019.01);
Abstract

A machine reading comprehension system (MRCS) can analyze a larger-sized document that includes multiple pages to predict an answer to a query. For example, the document can have two, five, tens, or hundreds of pages. The MRCS divides the document into multiple sections with each section including a portion of the document. Each section is processed separately by one or more processing circuitries to determine a score for that section. The score indicates how related the section is to the query and/or a probability that the section provides a possible answer to the query. Once all of the sections have been analyzed, the sections are ranked by their scores and a subset of the ranked sections are processed again to determine a predicted answer to the query.


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