MACHINE LEARNING DOCUMENT PROCESSING

Patent №

US 10,936,970

Granted

2021-03-02

Filed 2017

Owner

ACCENTURE GLOBAL SOLUTIONS LIMITED

Lab

AI components

6

ml · nlp · vision · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15783879

A machine learning document processing system performs natural language processing (NLP) and machine learning to determine a subset of documents from a document dataset based on the structural features and semantic features. The system facilitates an interactive process, e.g., through a client application, to receive user input from a user to identify documents with a specific document feature category. The user input may be provided from a user as speech or text, and NLP is performed on the user input to determine user intent, the document features, and document feature category. Using the user intent and the additional document feature category, the system identifies subsets of the document dataset that matches the document feature category for display.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningG06N 20/00G06F 16/3329G06F 16/3344G06N 3/0442G06N 3/0464G06N 3/08G06N 3/09G06N 3/044+2 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
Vision0.97
Knowledge representation0.85
Planning0.78
AI hardware0.07
Evolutionary computation0.00

Ownership

ACCENTURE GLOBAL SOLUTIONS LIMITED

assignment · 440100428

Assignors

GUGGILLA, CHINNAPPA, SHIVARAM, MADHURA

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

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