How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?
Researchers tested if GPT-4o, when asked to generate references for scientific papers, systematically followed human citation patterns. The study found that LLMs exhibit systematic biases, favoring highly cited papers and specific author/title characteristics. This suggests LLMs reinforce established citation trends rather than generating truly novel or unbiased references.