Maha Soulami

Measuring Position Bias in LLM-as-a-Judge for Hiring

Large language models are commonly being used as automated screening techniques for the initial selection of candidates. However, their susceptibility to position bias-that is, the influence of the order in which resumes are presented on the scores assigned-remains largely unexplored in the context of recruitment. We c...