MULTIMODAL SENTIMENT CLASSIFICATION

Patent №

US 11,853,399

Granted

2023-12-26

Filed 2022

Owner

SNAP INC.

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

18059928

Sentiment classification can be implemented by an entity-level multimodal sentiment classification neural network. The neural network can include left, right, and target entity subnetworks. The neural network can further include an image network that generates representation data that is combined and weighted with data output by the left, right, and target entity subnetworks to output a sentiment classification for an entity included in a network post.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 18/2431G06F 40/284G06F 40/30G06N 3/0442G06N 3/045G06N 3/08G06N 3/09G06N 20/20+13 more

AI classification

Machine learning1.00
Vision1.00
Natural language1.00
Knowledge representation1.00
AI hardware0.99
Speech0.98
Planning0.14
Evolutionary computation0.00

Ownership

SNAP INC.

assignment · 650730559

Assignors

YU, JIANFEI, DOS SANTOS MARUJO, LUIS CARLOS, KARUTURI, VENKATA SATYA PRADEEP, NEVES, LEONARDO RIBAS MACHADO DAS, XU, NING, BRENDEL, WILLIAM

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

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