How to gather requirements from non-technical stakeholders

I often find it challenging to translate business needs into technical requirements. Stakeholders know what they want but struggle to articulate it in a way that developers can work with. What techniques do you use for: - Eliciting hidden requirements - Validating understanding - Prioritizing features - Managing scope creep Any frameworks or templates you find helpful?