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:
Oct. 08, 2024
Filed:
Mar. 31, 2023
Amazon Technologies, Inc., Seattle, WA (US);
Suthee Chaidaroon, Sunnyvale, CA (US);
Xiao Zhang, Redmond, WA (US);
Shruti Subramaniyam, Seattle, WA (US);
Sidharth Gulati, Mountain View, CA (US);
Jeffrey Thomas Svajlenko, Redmond, WA (US);
Iman Keivanloo, Sammamish, WA (US);
Rick Nayar, Issaquah, WA (US);
Regina M Joy, Los Altos, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Systems and methods for training and performing query answering for programming related query answering are disclosed. During a training phase, queries and answers of a training dataset may be encoded as vectors into the Euclidean space. Loss values for query-answer pairs, duplicate queries, and augmented queries may be determined using loss functions and may be used to adjust the model of the encoder. During the operation phase, a query may be received and encoded into the Euclidean space. The encoded answer most proximate to the encoded query may be decoded and provided as the most relevant answer.