Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Bing Qin (ORCID: https://orcid.org/0000-0002-2543-5604)
- Yuxuan Gu (ORCID: https://orcid.org/0000-0002-5967-7492)
- Xiachong Feng (ORCID: https://orcid.org/0000-0002-4761-7484)
- Xiaocheng Feng (ORCID: https://orcid.org/0000-0001-6011-0496)
- Lei Huang (ORCID: https://orcid.org/0000-0002-0189-3782)
- Weihong Zhong (ORCID: https://orcid.org/0000-0002-5673-2222)
- Yong Fan (ORCID: https://orcid.org/0000-0002-1865-4550)
- Baoxin Wang (ORCID: https://orcid.org/0000-0003-3230-2743)
- Guoping Hu (ORCID: https://orcid.org/0000-0002-1276-6201)
- Dayong Wu
- Yangfan Ye
- Weitao Ma (ORCID: https://orcid.org/0009-0007-8631-3858)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.826
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Fundamental Research Funds for the Central Universities