LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions

@inproceedings{rahman2026,
  title     = {LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions},
  author    = {Mizanur Rahman and Amran Bhuiyan and Mohammed Saidul Islam and Md Tahmid Rahman Laskar and Ridwan Mahbub and Ahmed Masry and Shafiq Joty and Enamul Hoque},
  booktitle = {In Proceedings of the Conference on European Chapter of the ACL (EACL)},
  year      = {2026}
}