Preprint
Aug 2026
Who's Keeping Score? Interactive Steering of LLM-Powered Scoring with Attune
Attune is presented, a mixed-initiative system for steerable LLM-powered scoring that performs pairwise comparisons across records to develop a global understanding first, and then resolves these comparisons into consistent score assignments-deriving scoring criteria and rules bottom-up in the process.
Bhavya Chopra, Meng Chen, Rebecca Dang et al.
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