Skill-it! A data-driven skills framework for understanding and training language models

Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré. Skill-it! A data-driven skills framework for understanding and training language models. 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{ChenRBWZSR23,
  title = {Skill-it! A data-driven skills framework for understanding and training language models},
  author = {Mayee F. Chen and Nicholas Roberts and Kush Bhatia and Jue Wang and Ce Zhang and Frederic Sala and Christopher Ré},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/70b8505ac79e3e131756f793cd80eb8d-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ChenRBWZSR23},
  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},
}