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07/27/2023
Backdoor Attacks for In-Context Learning with Language Models
Because state-of-the-art language models are expensive to train, most pr...
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06/07/2023
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
Currently, most machine learning models are trained by centralized teams...
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11/15/2022
Large Language Models Struggle to Learn Long-Tail Knowledge
The internet contains a wealth of knowledge – from the birthdays of hist...
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04/28/2022
Music Enhancement via Image Translation and Vocoding
Consumer-grade music recordings such as those captured by mobile devices...
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02/14/2022
Deduplicating Training Data Mitigates Privacy Risks in Language Models
Past work has shown that large language models are susceptible to privac...
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08/20/2019
Universal Adversarial Triggers for Attacking and Analyzing NLP
Adversarial examples highlight model vulnerabilities and are useful for ...
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08/20/2019