An auditing framework using justified representation from social choice theory is developed to evaluate question slates in expert panel deliberations, including efficient algorithms and comparisons of moderator, ILP, and LLM selections on historical data.
Lee, Sean Morota Chu, and Jeremy Vollen
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Question the Questions: Auditing Representation in Online Deliberative Processes
An auditing framework using justified representation from social choice theory is developed to evaluate question slates in expert panel deliberations, including efficient algorithms and comparisons of moderator, ILP, and LLM selections on historical data.