Quantifying Label-Induced Bias in Large Language Model Self- and Cross-Evaluations

Muskan Saraf, Sajjad Rezvani Boroujeni, Justin Beaudry +2

Large language models (LLMs) are increasingly deployed as evaluators of text quality, yet the validity of their judgments remains underexplored. This study investigates systematic…