System and method for text moderation via pretrained transformers
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United States of America Patent
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Jul 16, 2024
Grant Date -
Feb 16, 2023
app pub date -
Sep 9, 2022
filing date -
Sep 9, 2022
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Abstract
The present teaching relates to method, system, medium, and implementations for text processing. Upon receiving input data including an original token and a ground truth token label for the original token, a manipulation is applied to the original token to generate a manipulated token based on which to generate manipulated input data. Training data is generated based on the manipulated input data, the ground truth token label, and a ground truth action that, when applied to the manipulated token, yields the original token with the ground truth token label. A text moderation model is trained based on the training data.
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