TEXT-IMAGE-LAYOUT TRANSFORMER [TILT]

Patent №

US 11,763,087

Granted

2023-09-19

Filed 2022

Owner

APPLICA SP. Z O.O.

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17651311

Disclosed herein is a system and method for Natural Language Processing (NLP) of real world documents. The system and method combine various models not previously combined and overcome the challenges of this combination. Models include an encoder-decoder model, a spatial model, and a multi-modal model.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/295G06V 10/454G06F 18/24133G06F 40/106G06F 40/30G06N 3/0455G06N 3/0464G06N 3/08+5 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Vision1.00
Knowledge representation1.00
AI hardware1.00
Evolutionary computation0.00
Planning0.00

Ownership

APPLICA SP. Z O.O.

assignment · 591420680

Assignors

BORCHMANN, LUKASZ KONRAD, JURKIEWICZ, DAWID ANDRZEJ, DWOJAK, TOMASZ, PIETRUSZKA, MICHAL WALDEMAR, PALKA, GABRIELA KLAUDIA

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

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