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]

Authors

Mayee F. Chen

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Nicholas Roberts

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Kush Bhatia

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Jue Wang

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Ce Zhang

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Frederic Sala

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Christopher Ré

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