Preprint
Sep 2026
From Ranked Documents to Reliable Contexts: An Answer-Oriented Context Construct Framework for AI Search
Traditional Web search follows a human-facing paradigm in which users inspect ranked documents and synthesize information themselves. In AI Search, retrieved documents instead serve as inputs to a generation model, shifting the retrieval objective from ranking documents by Search Satisfaction to constructing reliable c...
Yun-Fei Zhong, Yin-Qiong Cai, Lixin Su et al.
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