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Qianli Ma, Zhiqing Tang, Fanshuai Meng, Zhi Yao, Hanshuai Cui, Weijia Jia

Public reference bibliography and cataloged PDF materials authored or published by Qianli Ma, Zhiqing Tang, Fanshuai Meng, Zhi Yao, Hanshuai Cui, Weijia Jia.

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Correct but Unselectable: The Hidden Interface Tax in Multi-Candidate Reasoning

Year: 2026 • Source: arxiv.org • Listed PDF

Small language models deployed under cost, latency, or privacy constraints cannot simply switch to larger models when reasoning fails. Multi-candidate generate-then-rerank offers a natural test-time scaling route. Howeve...