What Can Transformers Learn In-Context? a Case Study of Simple Function Classes

Item #:

068431-2217

Details

DOI: https://doi.org/10.52202/068431-2217
Author(s): Shivam Garg, Percy Liang, Dimitris Tsipras, Gregory Valiant
Pages: 30583-30598 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2217
Author(s): Shivam Garg, Percy Liang, Dimitris Tsipras, Gregory Valiant
Pages: 30583-30598 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)