ARTIFICIAL INTELLIGENCE SYSTEM WITH UNSUPERVISED MODEL TRAINING FOR ENTITY-PAIR RELATIONSHIP ANALYSIS
Patent №
US 11,625,555
Granted
2023-04-11
Filed 2020
Owner
AMAZON TECHNOLOGIES, INC.
Lab
AI components
3
ml · nlp · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16817218
Respective labels are generated automatically for a plurality of record pairs, with a label for a given pair indicating a relationship detected between the records of the pair. One or more machine learning models are trained using the labeled record pairs. The trained versions of the models are stored.
Machine learningNatural languageAI hardwareG06F 18/214G06F 18/2148G06F 18/211G06F 18/22G06F 18/24G06F 18/24323G06N 3/0442G06N 3/0464+5 more
AI classification
Machine learning1.00
Natural language1.00
AI hardware0.93
Knowledge representation0.26
Vision0.07
Planning0.04
Evolutionary computation0.00
Speech0.00
Ownership
AMAZON TECHNOLOGIES, INC.
assignment · 521050960
Assignors
ZHIYANOV, DMITRY VLADIMIR, WANG, LICHAO, DUTTA, ARCHIMAN
On an employer assignment, the assignors are typically the inventors.
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