From Citations to Contributions: LLM-Assisted Credit Scoring of Research Articles

Sana Ebrahimi, Suraj Shetiya, Abolfazl Asudeh

Citation-based measures of scientific influence typically treat citations as uniform signals, ignoring the different roles that cited works play in a paper's contribution. We intro…