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. 08, 2023

Filed:

Jun. 30, 2020
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Tao Li, Cambridge, MA (US);

Sheikh Sadid Al Hasan, Cambridge, MA (US);

Vivek Varma Datla, Cambridge, MA (US);

Oladimeji Feyisetan Farri, Yorktown Heights, NY (US);

Assignee:

Koninklijke Philips N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G10L 15/22 (2006.01); G10L 15/18 (2013.01); G06F 40/216 (2020.01); G06N 3/02 (2006.01); G06F 17/16 (2006.01); G06F 3/16 (2006.01);
U.S. Cl.
CPC ...
G10L 15/22 (2013.01); G06F 3/167 (2013.01); G06F 17/16 (2013.01); G06F 40/216 (2020.01); G06N 3/02 (2013.01); G10L 15/18 (2013.01);
Abstract

A method for determining the answer to a query in a document, including: encoding, by an encoder, the query and the document; generating a query-aware context encodings G by a bidirectional attention system using the encoded query and the encoded document; performing a hierarchical self-attention on the query aware document by a hierarchical self-attention system by applying a word to word attention and a word to sentence attention mechanism resulting in a matrix M; and determining the starting word and the ending word of the answer in the document by a span detector based upon the matrix M.


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