EARLY EXIT FOR NATURAL LANGUAGE PROCESSING MODELS

Patent №

US 11,544,461

Granted

2023-01-03

Filed 2019

Owner

INTEL CORPORATION

Lab

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16411763

The disclosure provides a natural language processing (NLP) model arranged to operate on two lexicons, where one lexicon is a sub-set of the other lexicon. The NLP model can be arranged to generate output based on the sub-set lexicon and exit processing of the NLP model, to potentially save computation cycles.

Machine learningNatural languageSpeechPlanningAI hardwareG06F 40/284G06F 40/216G06F 40/30G06N 3/045G06N 3/0455G06N 3/0499G06N 3/10

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.83
Planning0.81
Vision0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

INTEL CORPORATION

assignment · 491800262

Assignors

BATTACH, BARAK, BLEIWEISS, AMIT, BARAD, HAIM

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

From the same owner

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