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Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation

Dekoninck, Jasper et al.
arXiv (All) · Papers
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computation-and-language
Rating-based human evaluation has become an essential tool to accurately evaluate the impressive performance of large language models (LLMs). However, current rating systems suffer from several important limitations: first, they fail to account for biases that significantly influence evaluation resu
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