AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science

Findings of ACL (EMNLP 2025)

An Luo^*, Xun Xian^*, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, and Jie Ding (2025). AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. Findings of ACL (EMNLP 2025).
^* Co-first authors (equal contribution).