Whose Name Comes Up? III: Persona Prompting Effects in LLM-Based Scholar Recommendation

Annabella Sánchez-Guzmán, Lukas Eberhard, Denis Helic +1

Large language models (LLMs) are increasingly used as scholar recommenders, shaping who is seen as an expert in academia. Existing audits remain English-centric, single discipline,…