Impact of pre-training on background knowledge and societal bias

<p>With appropriate pre-training on unstructured text, larger and more accurate neural network models can be trained. Unfortunately, unstructured pre-training data may contain undesired societal biases, which a model may mimic and amplify. This thesis focuses on both improving unsuperv...

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Bibliographic Details
Main Author: Kocijan, V
Other Authors: Lukasiewicz, T
Format: Thesis
Language:English
Published: 2021
Subjects: