Data Distributional Properties Drive Emergent In-Context Learning in Transformers

Item #:

068431-1371

Details

DOI: https://doi.org/10.52202/068431-1371
Author(s): Stephanie Chan, Felix Hill, Andrew Lampinen, James McClelland, Pierre Richemond, Adam Santoro, Aaditya Singh, Jane Wang
Pages: 18878-18891 (14 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/10.52202/068431-1371
Author(s): Stephanie Chan, Felix Hill, Andrew Lampinen, James McClelland, Pierre Richemond, Adam Santoro, Aaditya Singh, Jane Wang
Pages: 18878-18891 (14 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)