Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL

Haoyang Su | Renqi Chen | Shixiang Tang | Zhenfei Yin | Xinzhe Zheng | Jinzhe Li | Biqing Qi | Qi Wu | Hui Li | Wanli Ouyang | Philip Torr | Bowen Zhou | Nanqing Dong |

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL

Jie Ying | Zihong Chen | Zhefan Wang | Wanli Jiang | Chenyang Wang | Zhonghang Yuan | Haoyang Su | Huanjun Kong | Fan Yang | Nanqing Dong |

ROGRAG: A Robustly Optimized GraphRAG Framework ACL

Zhefan Wang | Huanjun Kong | Jie Ying | Wanli Ouyang | Nanqing Dong |