Invention Grant
- Patent Title: Natural language text conversion and method therefor
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Application No.: US16514932Application Date: 2019-07-17
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Publication No.: US11275906B2Publication Date: 2022-03-15
- Inventor: Roger David Donaldson , Cathy Jiao
- Applicant: Avigilon Corporation
- Applicant Address: CA Vancouver
- Assignee: Avigilon Corporation
- Current Assignee: Avigilon Corporation
- Current Assignee Address: CA Vancouver
- Agency: Perry + Currier, Inc.
- Main IPC: G06F40/56
- IPC: G06F40/56 ; G06N20/00 ; G06F40/30 ; G06F40/211

Abstract:
Multiple natural language training text strings are obtained. For example, text portions may be randomly selected and converted into natural language text based on one or more randomly selected rules. A formatted training text string is generated for each natural language training text string, for example using a context-free grammar parser. The formatted training text strings are inputted to a machine learning model. For each formatted training text string, using the machine learning model, a natural language text string is generated. The natural language text string is associated with one of the natural language training text strings. One or more parameters of the machine learning model are adjusted based on one or more differences between at least one of the natural language text strings and its associated natural language training text string.
Public/Granted literature
- US20210019374A1 NATURAL LANGUAGE TEXT CONVERSION AND METHOD THEREFOR Public/Granted day:2021-01-21
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