Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning

Item #:

075280-0687

Details

DOI: https://doi.org/10.52202/075280-0687
Author(s): Michael Saxon, Mark Steyvers, William Yang Wang, Xinyi Wang, Wanrong Zhu
Pages: 15614-15638 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0687
Author(s): Michael Saxon, Mark Steyvers, William Yang Wang, Xinyi Wang, Wanrong Zhu
Pages: 15614-15638 (25 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)