Daniel M. Bikel
1 indexed paper
Recent (6 mo)
1With code
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126
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NLP×1
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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.
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