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US Patent 11783005 Classifying and mapping sentences using machine learning

Patent 11783005 was granted and assigned to Bank of America on October, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
Bank of America
Bank of America
Current Assignee
Bank of America
Bank of America
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11783005
Patent Inventor Names
Matthew I. Cobb
Arjun Thimmareddy
Melissa A. Fraser
Date of Patent
October 10, 2023
Patent Application Number
16557785
Date Filed
August 30, 2019
Patent Citations
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US Patent 7567895 Method and system for prioritizing communications based on sentence classifications
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US Patent 7606782 System for automation of business knowledge in natural language using rete algorithm
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US Patent 7764830 Machine learning of document templates for data extraction
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US Patent 7769759 Data classification based on point-of-view dependency
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US Patent 7835911 Method and system for automatically building natural language understanding models
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US Patent 8051372 System and method for automatically detecting and extracting semantically significant text from a HTML document associated with a plurality of HTML documents
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US Patent 8112268 Method and system for prioritizing communications based on sentence classifications
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US Patent 7124149 Method and apparatus for content representation and retrieval in concept model space
...
Patent Primary Examiner
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Marcellus J Augustin
CPC Code
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G06K 9/6215
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G06F 40/205
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G06N 20/00
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G06V 30/40
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G06F 17/16
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G06K 9/628
Patent abstract

A device that includes an enterprise data indexing engine (EDIE) configured to obtain a set of sentences from a document and to compare the words from each of the sentences to a set of keywords. The EDIE is further configured to identify one or more sentences that do not contain any of the keywords and to associate the identified sentences with a first classification type. The EDIE is further configured to identify a sentence that contains one or more keywords and to associate the sentence with a second classification type. The EDIE is further configured to link together the sentence that is associated with the second classification type and the sentences that are associated with the first classification type. The EDIE is further configured to obtain a classification description and a token and to link the classification description and its token with the classified sentences.

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