Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Item #:

079017-0757

Details

DOI: https://doi.org/10.52202/079017-0757
Author(s): Abhinav Bhatele, Jonas Geiping, Tom Goldstein, Abhimanyu Hans, Neel Jain, Hamid Kazemi, John Kirchenbauer, Siddharth Singh, Prajwal Singhania, Gowthami Somepalli, Yuxin Wen
Pages: 24022-24045 (24 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/10.52202/079017-0757
Author(s): Abhinav Bhatele, Jonas Geiping, Tom Goldstein, Abhimanyu Hans, Neel Jain, Hamid Kazemi, John Kirchenbauer, Siddharth Singh, Prajwal Singhania, Gowthami Somepalli, Yuxin Wen
Pages: 24022-24045 (24 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)