LLM4Impact: Integrating Heterogeneous Information for Scientific Impact Prediction
Predicting the future impact of a newly published paper is challenging because it must be inferred from heterogeneous evidence available at publication time. Existing approaches often rely on a single source of information or combine multiple sources without accounting for their different predictive roles. In this pape...