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Home/Authors/Sander Land

Sander Land

1 indexed paper

Recent (6 mo)
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26

Top categories

NLP×1

Frequent co-authors

Daniel M. Bikel1×

Research Timeline

2026
Auditing LLM Benchmarks with Item Response Theory

The paper introduces an Item Response Theory (IRT)-based indicator that effectively identifies likely mislabeled items in existing LLM benchmarks, revealing systematic errors in labeling and model specialization.

Highlighted terms show continued research focus across papers

Papers

cs.CLRecentMay 28, 2026

Auditing LLM Benchmarks with Item Response Theory

Sander Land, Daniel M. Bikel

The paper introduces an Item Response Theory (IRT)-based indicator that effectively identifies likely mislabeled items in existing LLM benchmarks, revealing systematic errors in labeling and model spe…

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