An Interactive Agent for Requirement-Driven Candidate Sourcing
[Inżynieria oprogramowania] Autorzy: Yuanpeng He, Fangjing Li, Xiangyu Ru i 10 więcej
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 constraints, many valid answers, and no acceptance criterion, so useful answers require eliciting, validating, and verifying the requirement before search can matter. We present \sys{}, to our knowledge the first interactive, requirements-driven candidate-sourcing agent (it elicits, validates, retrieves, and verifies a vague people-request into a justified slate through bounded elicitation, workflow templates, a two-stage commit protocol, and bidirectional termination guards) and \bench{}, a benchmark that runs the requirements lifecycle (criteria-anchored validation, mul…
- Kategoria arxiv
- cs.SE
- Kategoria
- Inżynieria oprogramowania