Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment

Item #:

085713-4149

Details

DOI: https://doi.org/10.52202/085713-4149
Author(s): Samuel (Min-Hsuan) Yeh, Sharon Li
Pages: 137986-138013 (28 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-4149
Author(s): Samuel (Min-Hsuan) Yeh, Sharon Li
Pages: 137986-138013 (28 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)