Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation

Songyang Gao, Yinghui Xia, Siyi Liu +1

Research idea generation is the innovation-driving step of automated scientific research. Recently, large language models (LLMs) have shown potential for automating idea generation…