SYSTEMS AND METHODS FOR ENHANCED REVIEW COMPREHENSION USING DOMAIN-SPECIFIC KNOWLEDGEBASES

Patent №

US 11,620,448

Granted

2023-04-04

Filed 2020

Owner

RECRUIT CO., LTD.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17008572

Disclosed embodiments relate to natural language processing. Techniques can include receiving input text, extracting, from the input text, at least one modifier and aspect pair, receiving data from a knowledgebase, based on the at least one modifier and aspect pair and commonsense data, generate one or more premise embeddings, convert the input text into tokens, generating at least one vector for one or more of the tokens based on an analysis of the tokens, combine the at least one vector with the one or more premise embeddings to create at least one combined vector, and analyze the at least one combined vector wherein the analysis generates an output indicative of a feature of the input text.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG06F 40/284G06F 16/35G06F 18/211G06F 40/30G06N 3/0442G06N 3/045G06N 3/0455G06N 3/09+2 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.99
AI hardware0.87
Planning0.02
Vision0.01
Evolutionary computation0.00

Ownership

RECRUIT CO., LTD.

assignment · 536980667

Assignors

SUHARA, YOSHIHIKO, GOLSHAN, BEHZAD, LI, YULIANG, CHEN, CHEN, WANG, XIAOLAN, LI, JINFENG, TAN, WANG-CHIEW, DEMIRALP, CAGATAY, TRAYLOR, AARON

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

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