IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons

Item #:

079017-0162

Details

DOI: https://doi.org/10.52202/079017-0162
Author(s): Weilong Dong, Renren Jin, Tianhao Shen, Dan Shi, Xinwei Wu, Deyi Xiong
Pages: 4997-5024 (28 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/10.52202/079017-0162
Author(s): Weilong Dong, Renren Jin, Tianhao Shen, Dan Shi, Xinwei Wu, Deyi Xiong
Pages: 4997-5024 (28 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)