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:
Jul. 27, 2021
Filed:
Mar. 13, 2019
Samsung Electronics Co., Ltd., Suwon-si, KR;
Duanduan Yang, San Jose, CA (US);
Samsung Electronics Co., Ltd., Suwon-si, KR;
Abstract
A method includes identifying, using at least one processor, input words associated with a user query. The method also includes, for each of one or more of the input words that are contained in a high-frequency word set, retrieving pre-computed element-wise products associated with the input word from a cache. The method further includes performing, using the at least one processor, a convolution operation using the pre-computed element-wise products. In addition, the method includes generating, using the at least one processor, a response to the user query based on results of the convolution operation. The method may also include, for each of one or more of the input words that are not contained in the high-frequency word set, calculating additional element-wise products associated with the input word, and the convolution operation may be performed using the pre-computed element-wise products and the additional element-wise products.