Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Noah Hollmann, Samuel Müller 0005, Frank Hutter. Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{Hollmann0H23,
  title = {Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering},
  author = {Noah Hollmann and Samuel Müller 0005 and Frank Hutter},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/8c2df4c35cdbee764ebb9e9d0acd5197-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/Hollmann0H23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}