Author

Chad Klochko

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#machine learning Preprint Oct 2026

INCONVENIENT: A Benchmark to Assess LLM Generalization Capabilities from Convenience Samples

INCONVENIENT is introduced, a benchmark designed to study robustness to convenience-sample bias and provides explicit control over both the direction and severity of relationship shifts, enabling a systematic assessment of robustness to convenience sampling.

Sara Rezaeimanesh, Chad Klochko, Kundan Thind et al. · 0 citations