Conference
Open access
2026
Check Your Work: Structured Checklist Feedback for Improving Large Language Models
This work proposes that AI feedback is most effective when decomposed into granular, prompt-specific checklists, and introduces DIVA: DIscriminative VAriance weighting, a dynamic aggregation scheme that prioritises checklist items based on their ability to distinguish quality across a candidate pool.
Jonathan Cook, Tim Rocktäschel, Jakob N. Foerster et al.
· Annual Meeting of the Associ... · 0 citations