Can LLMs Predict Academic Collaboration? Topology Heuristics vs. LLM-Based Link Prediction on Real Co-authorship Networks

Can LLMs Predict Academic Collaboration? Topology Heuristics vs. LLM-Based Link Prediction on Real Co-authorship Networks explores Leveraging LLMs to predict future academic collaborations by analyzing author profiles, outperforming traditional methods and identifying novel connections.. Commercial viability score: 7/10 in Academic Collaboration Prediction.