Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection

Item #:

085713-5513

Details

DOI: https://doi.org/10.52202/085713-5513
Author(s): Chenyu Zhu, Yefeng Liu, Hao Zhang, Aowen Wang, Xue Yang, Guanhua Chen, Longyue Wang, Weihua Luo, Kaifu Zhang
Pages: 183314-183338 (25 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/10.52202/085713-5513
Author(s): Chenyu Zhu, Yefeng Liu, Hao Zhang, Aowen Wang, Xue Yang, Guanhua Chen, Longyue Wang, Weihua Luo, Kaifu Zhang
Pages: 183314-183338 (25 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)