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cs.AI2026
Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models
Kostas Triaridis, Morris E. Sharp, Nebojsa Jojic
Modern generative models produce high-quality individual outputs but struggle to sample diversely, even when explicitly instructed to do so. We introduce MINE-SAMPLE-RENDER (MSR),…
cs.CL2026
Rushes: A Human Preference Dataset for Pluralistic Alignment
Michael Xu, Jorge Leandro, Sudha Rao +5
We introduce Rushes, a dataset and benchmark for studying revealed human engagement preferences in interactive narrative environments. Rushes is collected through a game interface…