2 papers
cs.GT2025
Near-Optimal Dropout-Robust Sortition
Maya Pal Gambhir, Bailey Flanigan, Aaron Roth
Citizens' assemblies - small panels of citizens that convene to deliberate on policy issues - often face the issue of panelists dropping out at the last-minute. Without interventio…
cs.CL2025
Conformal Language Model Reasoning with Coherent Factuality
Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji +2
Language models are increasingly being used in important decision pipelines, so ensuring the correctness of their outputs is crucial. Recent work has proposed evaluating the "factu…