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Li-Jian Li

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Preprint Aug 2026

An Interactive Agent for Requirement-Driven Candidate Sourcing

Finding people from a natural-language description (``ML engineers transitioning to research roles in biotech'') is increasingly delegated to LLM agents and framed as information retrieval. We argue that it is fundamentally a requirements engineering task: such a request is an under-determined requirement with implicit...

Yuanpeng He, Fang-Chen Li, Xiang-Yu Ru et al. · 0 citations

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