@inproceedings{xu-etal-2024-mitigating, title = "Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding", author = "Xu, Derong and Zhang, Ziheng and Zhu, Zhihong and Lin, Zhenxi and Liu, Qidong and Wu, Xian and Xu, Tong and Zhao, Xiangyu and Zheng, Yefeng and Chen, Enhong", editor = "Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024", month = nov, year = "2024", address = "Miami, Florida, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2024.findings-emnlp.456/", doi = "10.18653/v1/2024.findings-emnlp.456", pages = "7744--7757" }