Invention Grant
- Patent Title: Anaphoric reference resolution using natural language processing and machine learning
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Application No.: US17647789Application Date: 2022-01-12
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Publication No.: US11977852B2Publication Date: 2024-05-07
- Inventor: Aaron Michael Hosford , Donatus E. Asumu , Emad Noorizadeh , Ramakrishna Reddy Yannam
- 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: G06F40/40
- IPC: G06F40/40 ; G06F40/205 ; G06F40/30 ; G10L15/26

Abstract:
A device configured to receive a sentence that includes a plurality of words. The device is further configured to input the words into a machine learning model that is configured to output a first feature vector based on the words. The device is further configured to identify a keyword within the sentence and to determine that the keyword is an implicit reference to an item. The device is further configured to identify a second feature vector in a reference list that closest matches a numeric value of the first feature vector and to identify an explicit reference in the reference list that is associated with the second feature vector. The device is further configured to replace the keyword with the explicit reference in the sentence and to output the sentence that includes the first explicit reference.
Public/Granted literature
- US20230222294A1 ANAPHORIC REFERENCE RESOLUTION USING NATURAL LANGUAGE PROCESSING AND MACHINE LEARNING Public/Granted day:2023-07-13
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