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:
Mar. 29, 2022

Filed:

Jan. 22, 2020
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Sumit Shekhar, Bengaluru, IN;

Ritwick Chaudhry, Pittsburgh, PA (US);

Utkarsh Gupta, Delhi, IN;

Prann Bansal, Faridkot, IN;

Ajay Shridhar Joshi, Pune, IN;

Assignee:

ADOBE INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 16/903 (2019.01); G06F 16/9032 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/90344 (2019.01); G06F 16/90328 (2019.01); G06F 16/90332 (2019.01); G06N 3/08 (2013.01);
Abstract

A method, apparatus, and non-transitory computer readable medium for chart question answering are described. The method, apparatus, and non-transitory computer readable medium may receive a text query about a chart, identify a plurality of chart elements in the chart, associate a text string from the text query with corresponding chart elements from the plurality of chart elements, replace the text string in the text query with arbitrary rare words based on the association to produce an encoded query, generate an embedded query based on the encoded query, generate an image feature vector based on the chart, combine the embedded query and the image feature vector to produce a combined feature vector, compute an answer probability vector based on the combined feature vector, and provide an answer to the text query based on the answer probability vector.


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