CONTINUOUS MACHINE LEARNING METHOD AND SYSTEM FOR INFORMATION EXTRACTION

Patent №

US 11,645,462

Granted

2023-05-09

Filed 2021

Owner

PRICEWATERHOUSECOOPERS LLP

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17402333

Methods and systems for artificial intelligence (AI)-assisted document annotation and training of machine learning-based models for document data extraction are described. The methods and systems described herein take advantage of a continuous machine learning approach to create document processing pipelines that provide accurate and efficient data extraction from documents that include structured text, semi-structured text, unstructured text, or any combination thereof.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/279G06N 3/0464G06N 3/084G06N 20/00G06V 10/40G06V 30/18G06V 30/18057G06V 30/19013+7 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Vision1.00
AI hardware1.00
Speech0.90
Planning0.09
Evolutionary computation0.01

Ownership

PRICEWATERHOUSECOOPERS LLP

assignment · 626630962

Assignors

WILSON, JACOB T., HARRINGTON, JOSEPH D., SIGAMANI, VINSTON SUNDARA PANDIYAN, SANGHAVI, ABHISHEK, PILLAI, JAYAKUMAR, CUNNINGHAM, BENJAMIN, LEWIS, LINDSEY P.

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

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