Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations

Daniele Barolo, Chiara Valentin, Fariba Karimi +3

This paper evaluates the performance of six open-weight LLMs (llama3-8b, llama3.1-8b, gemma2-9b, mixtral-8x7b, llama3-70b, llama3.1-70b) in recommending experts in physics across f…