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05/26/2023
Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases
Through the use of first name substitution experiments, prior research h...
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10/13/2022
SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models
A common limitation of diagnostic tests for detecting social biases in N...
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05/25/2022
Investigating Information Inconsistency in Multilingual Open-Domain Question Answering
Retrieval based open-domain QA systems use retrieved documents and answe...
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10/06/2021
Exploring the Common Principal Subspace of Deep Features in Neural Networks
We find that different Deep Neural Networks (DNNs) trained with the same...
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07/20/2020
XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup
Transferring knowledge from large source datasets is an effective way to...
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07/07/2020
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr
Fine-tuning the deep convolution neural network(CNN) using a pre-trained...
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04/26/2020