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LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop
A case study using questions from the TruthfulQA dataset demonstrates that we can generate a reliable set of probes from one LLM that can be used to audit inconsistencies in a different LLM.
POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition
We also show that POTEC provides a strict generalization of policy- and regression-based approaches and their associated assumptions.
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