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US Patent 11321538 Ensemble natural language processing model with compliance verification

Patent 11321538 was granted and assigned to Dovel Technologies on May, 2022 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
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Dovel Technologies
Current Assignee
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Dovel Technologies
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11321538
Patent Inventor Names
Rod Fontecilla7
Date of Patent
May 3, 2022
Patent Application Number
17502184
Date Filed
October 15, 2021
Patent Citations
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US Patent 10048945 Library suggestion engine
‌
US Patent 10896222 Subject-specific data set for named entity resolution
3
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US Patent 10845885 Object scrolling and selection on a wearable computing device
4
Patent Citations Received
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US Patent 12001798 Generation of training data for machine learning based models for named entity recognition for natural language processing
5
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US Patent 11715008 Neural network training utilizing loss functions reflecting neighbor token dependencies
6
Patent Primary Examiner
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Kevin Ky
CPC Code
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G06N 3/0454
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G06F 40/30
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G06F 40/284

The present disclosure relates to an ensemble network of natural language processing (NLP) models configured to determine how well a given document addresses one or more requirements set forth in a requirement-specifying document. The NLP models may extract relevant text from the documents and perform term-similarity measurements to determine how similar the text tokens from one document are to the other and generate a similarity score for each sentence and each section of each document. The similarity scores may then be used to determine whether the response document addresses the requirements. If the response document does not address particular requirements, then data flags may be generated to indicate that a corresponding section of the response document may need to be updated.

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