Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

Item #:

068431-0142

Details

DOI: https://doi.org/10.52202/068431-0142
Author(s): Mohit Bansal, Tenghao Huang, Haokun Liu, Jay Mohta, Mohammed Muqeeth, Colin Raffel, Derek Tam
Pages: 1950-1965 (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/10.52202/068431-0142
Author(s): Mohit Bansal, Tenghao Huang, Haokun Liu, Jay Mohta, Mohammed Muqeeth, Colin Raffel, Derek Tam
Pages: 1950-1965 (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)