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Fudan University, Shanghai University of Finance and Economics
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LLMs struggle to adapt to evolving user interests in streaming scenarios, exhibiting a conservative bias that over-emphasizes past interests and misses interest decay.
Clinical language models can now provide more trustworthy uncertainty estimates for risk prediction, reducing overconfident false reassurance in clinical decision support.
