CONTENT SIMILARITY DETERMINATION

Patent №

US 11,636,291

Granted

2023-04-25

Filed 2020

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16996528

Systems and techniques are generally described for determining similar content. First embedding data may be generated for first content based at least in part on a specified similarity task. A first query comprising the first embedding data may be generated and sent to a first database partition. A first search result representing second content may be determined using the first embedding data. A second query comprising the first embedding data may be generated and sent to a second database partition different from the first data base partition. A second search result representing third content may be determined using the first embedding data. In some examples, output data comprising at least one of the first search result and the second search result may be generated. The output data may represent content classified as similar to the first content.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 18/24147G06N 3/084G06F 16/41G06F 16/434G06F 16/71G06F 16/783G06F 16/7867G06F 18/2148+6 more

AI classification

Natural language1.00
Vision0.99
Knowledge representation0.99
AI hardware0.92
Planning0.88
Machine learning0.80
Evolutionary computation0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 535290334

Assignors

ZUO, ZHEN, WANG, LIXI, LIN, JIANFENG, SUN, YI, MOMMA, MICHINARI, NI, YIKAI, WANG, WENBO, QIAN, XIANGDONG, MENG, DEQIANG

On an employer assignment, the assignors are typically the inventors.

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