Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection

Razieh Chalehchaleh, Reza Farahbakhsh, Noel Crespi

Large Language Models (LLMs) are increasingly used for automated fact-checking, yet their susceptibility to gender bias in this context remains underexplored. This study presents t…