作者位次 #4/7ACL 2026Findings· Findings of ACL
Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction
Haoyu Pei · Zhongyang Liu · Xiangyi Xiao · Xiaocong Du · Suting Hong · Kunpeng Zhang · Haipeng Zhang
摘要
Most venture capital (VC) investments fail, while a few deliver outsized returns. Predicting startup success requires synthesizing relational evidence across company fundamentals, investor track records, and investment networks through explicit reasoning, which traditional machine learning and gr...