AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Yilun Zhao, Weiyuan Chen, Zhijian Xu, Manasi Patwardhan, Chengye Wang, Yixin Liu, Lovekesh Vig, Arman Cohan. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Yilun Zhao (ORCID: https://orcid.org/0000-0002-1195-2678)
- Manasi Patwardhan (ORCID: https://orcid.org/0000-0002-2775-3497)
- Chengye Wang (ORCID: https://orcid.org/0000-0002-6184-9863)
- Weiyuan Chen (ORCID: https://orcid.org/0000-0003-2727-854X)
- Arman Cohan (ORCID: https://orcid.org/0000-0002-8954-2724)
- Lovekesh Vig (ORCID: https://orcid.org/0000-0001-9834-3308)
- Yixin Liu (ORCID: https://orcid.org/0000-0002-4309-5076)
- Zhijian Xu (ORCID: https://orcid.org/0000-0002-4319-1471)
Institutions
- Tennessee Cancer Specialists (US)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.611
- Primary Topic
- Data Quality and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Nvidia
- Tata Consultancy Services
- Tata Sons