Picture for Zhiyong Lu

Zhiyong Lu

for the AREDS2 Deep Learning Research Group

RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision

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Feb 19, 2025
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A foundation model for human-AI collaboration in medical literature mining

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Jan 27, 2025
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Enhancing Biomedical Relation Extraction with Directionality

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Jan 23, 2025
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A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

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Dec 17, 2024
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Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine

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Nov 20, 2024
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Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators

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Nov 08, 2024
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Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

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Nov 01, 2024
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Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare

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Oct 24, 2024
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Demystifying Large Language Models for Medicine: A Primer

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Oct 24, 2024
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Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology

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Sep 20, 2024
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