Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
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. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Xi Zheng (ORCID: https://orcid.org/0000-0003-3976-4510)
- Jinzhe Li (ORCID: https://orcid.org/0009-0006-4819-7238)
- Shixiang Tang (ORCID: https://orcid.org/0009-0005-0067-339X)
- Philip H. S. Torr (ORCID: https://orcid.org/0009-0006-0259-5732)
- Bowen Zhou (ORCID: https://orcid.org/0000-0003-3004-0620)
- Qi Wu (ORCID: https://orcid.org/0000-0001-6182-5274)
- Renqi Chen
- Zhenfei Yin (ORCID: https://orcid.org/0000-0002-8666-1103)
- Hui Li (ORCID: https://orcid.org/0000-0003-3556-6568)
- Wanli Ouyang (ORCID: https://orcid.org/0000-0002-9163-2761)
- Haoyang Su
- Nanqing Dong
- Biqing Qi
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.1368
- Citations
- 5
- Primary Topic
- Semantic Web and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 12.40