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Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

Derong Xu
Ziheng Zhang
Zhihong Zhu
Zhenxi Lin
Qiang Liu
X. Wu
Tong Xu
Xiangyu Zhao
Yefeng Zheng
Enhong Chen
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Papers citing "Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding"

3 / 3 papers shown
Title
Training-free LLM Merging for Multi-task Learning
Training-free LLM Merging for Multi-task Learning
Zichuan Fu
Xian Wu
Y. X. R. Wang
Wanyu Wang
Shanshan Ye
Hongzhi Yin
Yi-Ju Chang
Yefeng Zheng
Xiangyu Zhao
MoMe
14
0
0
14 Jun 2025
Large Language Model Distilling Medication Recommendation Model
Large Language Model Distilling Medication Recommendation Model
Qidong Liu
Xian Wu
Xiangyu Zhao
Yuanshao Zhu
Zijian Zhang
Feng Tian
Yefeng Zheng
LM&MA
144
20
0
28 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
Qiang Liu
Zhaopeng Qiu
Xiangyu Zhao
X. Wu
Zijian Zhang
Tong Xu
Feng Tian
143
0
0
31 Dec 2024