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Jimeng Sun

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Language Interaction Network for Clinical Trial Approval Estimation

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Apr 26, 2024
Chufan Gao, Tianfan Fu, Jimeng Sun

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Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation

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Apr 25, 2024
Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Korsapati, Jimeng Sun

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TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale

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Mar 15, 2024
Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han

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Making Pre-trained Language Models Great on Tabular Prediction

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Mar 12, 2024
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen

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SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction

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Mar 03, 2024
Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu

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AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models

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Mar 01, 2024
Lang Cao, Jimeng Sun, Adam Cross

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GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models

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Feb 16, 2024
Pengcheng Jiang, Jiacheng Lin, Zifeng Wang, Jimeng Sun, Jiawei Han

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Recent Advances in Predictive Modeling with Electronic Health Records

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Feb 02, 2024
Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma

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PILOT: Legal Case Outcome Prediction with Case Law

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Jan 28, 2024
Lang Cao, Zifeng Wang, Cao Xiao, Jimeng Sun

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ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

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Dec 20, 2023
Brandon Theodorou, Shrusti Jain, Cao Xiao, Jimeng Sun

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