Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Baobao Chang (ORCID: https://orcid.org/0000-0003-2824-6750)
- Shuzheng Si
- Kaikai An
- Fanchao Qi (ORCID: https://orcid.org/0000-0002-4400-4033)
- Zhitong Wang (ORCID: https://orcid.org/0000-0001-9523-7163)
- Maosong Sun (ORCID: https://orcid.org/0000-0002-6011-6115)
- Cheng Gao
- Qian Chen (ORCID: https://orcid.org/0000-0001-7541-1419)
- Haozhe Zhao (ORCID: https://orcid.org/0000-0003-0502-4426)
- Kangyang Luo (ORCID: https://orcid.org/0000-0003-0123-061X)
- Gang Chen (ORCID: https://orcid.org/0000-0002-0758-1907)
- Yuzhuo Bai
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.804
- Primary Topic
- Natural Language Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Tsinghua University
- National Science and Technology Major Project