RANDOMIZED LATENT FEATURE LEARNING

Patent №

US 9,864,951

Granted

2018-01-09

Filed 2015

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · speech · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14673384

Features are disclosed for identifying randomized latent feature language modeling, such as a recurrent neural network language modeling (RNNLM). Sequences of item identifiers may be provided as the language for training the language model where the item identifiers are the words of the language. To avoid localization bias, the sequences may be randomized prior to or during the training process to provide more accurate prediction models.

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
AI hardware1.00
Evolutionary computation0.91
Knowledge representation0.89
Vision0.02
Planning0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 360440924

Assignors

MAKHIJANI, ROSHAN HARISH, COHEN, BENJAMIN THOMAS, EMERY, GRANT MICHAEL, MOHAN, VIJAI

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

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