Unverified50% confidenceFactExact time
The algorithm proposed in the study is named ORUCB, and its core idea is to pool shared responses with expert-specific responses through polynomial modeling.
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10/7/2026
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UnverifiedThe theoretical guarantees of ORUCB permit singular answer distributions, tolerate misspecified shared response models, and its optimality is relative to the class of bounded responses.79% similarUnverified经验丰富的研究者通常采用结构化rebuttal回复策略：先回应影响评分的核心质疑，再处理次要问题，最后用表格总结每个concern的解决状态65% similarUnverifiedThe human review and record-keeping mechanism provides labeled feedback data for subsequent model iteration.64% similarUnverifiedThere are two paths to getting the model to output an accurate solution: writing detailed requirements all at once, or using follow-up questioning to have the model think on the user's behalf and accumulate context.63% similarUnverifiedDASA leverages activation gradient feedback from a frozen reference model to guide the optimization of continuous synthetic input embeddings.63% similar
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