Author

Jakob N. Foerster

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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