CPC G06F 40/166 (2020.01) [G06F 18/214 (2023.01); G06F 18/40 (2023.01); G06F 40/295 (2020.01); G06N 20/00 (2019.01); G06V 30/414 (2022.01)] | 20 Claims |
1. A method of automatically highlighting text passages within a target document comprising:
identifying a first candidate set of text passages of the target document based on a matrix representation of the target document;
identifying a second candidate set of text passages within the target document based on characteristics of text of the second candidate set of text passages;
identifying a third candidate set of text passages within the target document based on feedback from the user;
identifying a target set of text passages to highlight by applying a supervised machine learned model to the first candidate set of text passages, the second candidate set of text passages, and the third candidate set of text passages, the supervised machine learning model trained using a training set of data comprising documents each with a set of highlighted text passages, at least a portion of the set of the highlighted text passages at least partially highlighted by a user; and
modifying the target document by highlighting the target set of text passages.
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