SYSTEM AND METHOD FOR IMPLEMENTING A DOCUMENT QUALITY ANALYSIS AND REVIEW TOOL

Patent №

US 11,763,072

Granted

2023-09-19

Filed 2022

Owner

KPMG LLP

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17896274

The invention relates to computer-implemented systems and methods for assessing the quality of a document or a technical memorandum written with a loosely defined template, stereotype and/or outline of key sections or headers. An embodiment of the present invention leverages Natural Language Processing (NLP) and Machine Learning (ML) techniques to identify key sections in a document using NLP text patterns and further establish, using ML, how closely a given section matches similar sections in other documents that are considered by human Subject Matter Experts (SMEs) to be “well-written” for the intended purpose of the overall document. An embodiment of the present invention further ascertains whether the overall flow of the document follows a general outline in terms of the order of sections.

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning1.00
Speech1.00
Vision0.78
AI hardware0.70
Evolutionary computation0.00

Ownership

KPMG LLP

assignment · 609100153

Assignors

WANCHOO, AJAY, GROSSI, FRANCESCO

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

From the same owner

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