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05/03/2022
Adversarial Training for High-Stakes Reliability
In the future, powerful AI systems may be deployed in high-stakes settin...
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09/22/2021
Recursively Summarizing Books with Human Feedback
A major challenge for scaling machine learning is training models to per...
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10/28/2020
Scaling Laws for Autoregressive Generative Modeling
We identify empirical scaling laws for the cross-entropy loss in four do...
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09/02/2020
Learning to summarize from human feedback
As language models become more powerful, training and evaluation are inc...
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05/28/2020
Language Models are Few-Shot Learners
Recent work has demonstrated substantial gains on many NLP tasks and ben...
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09/18/2019