Fine-grained List-wise Alignment for Generative Medication Recommendation

Fine-grained List-wise Alignment for Generative Medication Recommendation

26 May 2025

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Papers citing "Fine-grained List-wise Alignment for Generative Medication Recommendation"

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Title
Process-Supervised LLM Recommenders via Flow-guided Tuning Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan Wentao Shi Xiangnan He 126 6 0 10 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 106 1 0 05 Mar 2025
Natural Language-Assisted Multi-modal Medication Recommendation Jie Tan Yu Rong Kangfei Zhao Tian Bian Tingyang Xu Junzhou Huang Hong Cheng Helen Meng 105 2 0 13 Jan 2025
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Yiming Li Yu-Huan Wu Daya Guo ReLM LRM 152 1,287 0 05 Feb 2024
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation Yang Zhang Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang Xiangnan He 33 87 0 30 Oct 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 389 4,163 0 29 May 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 158 2,362 0 26 Dec 2022
Conditional Generation Net for Medication Recommendation Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu 64 92 0 14 Feb 2022
Change Matters: Medication Change Prediction with Recurrent Residual Networks Chaoqi Yang Cao Xiao Lucas Glass Jimeng Sun BDL 79 70 0 05 May 2021
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun GNN 70 263 0 06 Sep 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 541 19,296 0 20 Jul 2017