A new 1,012-question benchmark shows LLMs often fail instructions that deliberately invert common training conventions, revealing a measurable gap in counterintuitive instruction following.
Benchmarking complex instruction-following with multiple constraints composition.Advances in Neural Information Processing Systems, 37:137610–137645, 2024
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Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
A new 1,012-question benchmark shows LLMs often fail instructions that deliberately invert common training conventions, revealing a measurable gap in counterintuitive instruction following.