Ideation Arena: Evaluating LLM Generated Research Ideas with Battle-style Human Expert Assessment

Zhiyu Chen, Keyu Zhao, Jigao Fu +8

Evaluating research ideas generated by LLMs is difficult because their scientific value cannot be fully determined by objective criteria, and no single reference answer specifies w…