Aryan Deshwal
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126
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2026
Aligning Language Models with Selective Prediction
This paper proposes a method called selective prediction to enhance the reliability of large language models by allowing them to only predict for inputs where they are likely to be correct, reducing errors and enabling human-AI collaboration.
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cs.LGcs.AIcs.CLEmpiricalRecentJul 3, 2026
Aligning Language Models with Selective Prediction
Gaoxiang Luo, Yifan Wu, Sinian Zhang, Aryan Deshwal +1 more
This paper proposes a method called selective prediction to enhance the reliability of large language models by allowing them to only predict for inputs where they are likely to be correct, reducing e…
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