METHOD AND APPARATUS FOR AUTOMATICALLY SUMMARIZING THE CONTENTS OF ELECTRONIC DOCUMENTS

Patent №

US 9,916,309

Granted

2018-03-13

Filed 2014

Owner

SUMMLY LIMITED

+1 more

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14348830

One embodiment of a method for summarizing an electronic document includes splitting the electronic document into a plurality of terms, wherein each of the plurality of terms is associated with a respective length, a respective informativeness score, and a respective coherence score, automatically selecting a subset of the plurality of terms, such that an aggregate informativeness score of the subset is maximized while an aggregate length of the subset is less than or equal to a maximum length, and arranging the subset as a summary of the electronic document.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/93G06F 16/345G06F 40/12G06F 40/258G06N 20/00G06N 20/10

AI classification

Natural language1.00
Machine learning0.99
Knowledge representation0.99
AI hardware0.80
Planning0.78
Evolutionary computation0.10
Vision0.03
Speech0.00

Ownership

SUMMLY LIMITED

assignment · 464730720

YAHOO! INC.

assignment · 464730980

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