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Jinhu Qi, Minda Hu, Wentao Zhang, Zixing Song, Irwin King

Public reference bibliography and cataloged PDF materials authored or published by Jinhu Qi, Minda Hu, Wentao Zhang, Zixing Song, Irwin King.

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Ask Before You Answer: A Question-Driven Evidence Reasoning Architecture (QERA) for In-Context Learning

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

AI assistants are increasingly asked to reason over a user's own web traces: group chats, community threads, activity logs and revision histories. On CL-bench Life, a benchmark of such real-life context learning, frontie...