Invention Grant
- Patent Title: Machine learning model training for reviewing documents
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Application No.: US16552712Application Date: 2019-08-27
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Publication No.: US11526804B2Publication Date: 2022-12-13
- Inventor: Kishore Gopalan , Satish Chaduvu , Thomas J. Kuchcicki
- Applicant: Bank of America Corporation
- Applicant Address: US NC Charlotte
- Assignee: Bank of America Corporation
- Current Assignee: Bank of America Corporation
- Current Assignee Address: US NC Charlotte
- Main IPC: G06F40/30
- IPC: G06F40/30 ; G06F40/205 ; G06F40/253 ; G06N20/00

Abstract:
A document analysis device that includes an artificial intelligence (AI) processing engine configured to receive a set of input sentences, to select a first sentence from the set of input sentences, and to compare the first sentence to previously classified sentences. The AI processing engine is further configured to compute similarity scores between the first sentence and the previously classified sentences, to identify a second sentence from the previously classified sentences with a similarity score greater than or equal to a similarity score threshold value, to identify a sentence type that is associated with the second sentence, and to associate the first sentence with the sentence type. The AI processing engine is further configured to add the first sentence to the set of training data for the machine learning model and to train the machine learning model using the set of training data.
Public/Granted literature
- US20210065042A1 MACHINE LEARNING MODEL TRAINING FOR REVIEWING DOCUMENTS Public/Granted day:2021-03-04
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