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05/29/2023
Membership Inference Attacks against Language Models via Neighbourhood Comparison
Membership Inference attacks (MIAs) aim to predict whether a data sample...
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05/17/2023
Smaller Language Models are Better Black-box Machine-Generated Text Detectors
With the advent of fluent generative language models that can produce co...
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05/02/2023
Psychologically-Inspired Causal Prompts
NLP datasets are richer than just input-output pairs; rather, they carry...
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12/20/2022
Understanding Stereotypes in Language Models: Towards Robust Measurement and Zero-Shot Debiasing
Generated texts from large pretrained language models have been shown to...
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10/25/2022
Differentially Private Language Models for Secure Data Sharing
To protect the privacy of individuals whose data is being shared, it is ...
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05/02/2022
The Limits of Word Level Differential Privacy
As the issues of privacy and trust are receiving increasing attention wi...
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03/15/2022
