Presents an audit-constrained protocol for targeted LLM reasoning evaluation using component grammar prompt variants and shows that Component-Adaptive Prompt Sampling does not outperform uniform sampling in audited yield.
Evaluating models' local decision boundaries via contrast sets
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Targeted Tests for LLM Reasoning: An Audit-Constrained Protocol
Presents an audit-constrained protocol for targeted LLM reasoning evaluation using component grammar prompt variants and shows that Component-Adaptive Prompt Sampling does not outperform uniform sampling in audited yield.