Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models

Item #:

079017-3009

Details

DOI: https://doi.org/10.52202/079017-3009
Author(s): Marco Bondaschi, Michael Gastpar, Adway Girish, Hyeji Kim, Ashok Vardhan Makkuva, Alliot Nagle
Pages: 94934-94970 (37 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3009
Author(s): Marco Bondaschi, Michael Gastpar, Adway Girish, Hyeji Kim, Ashok Vardhan Makkuva, Alliot Nagle
Pages: 94934-94970 (37 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)