Benchmarking Retrieval-Augmented Generation for Medicine
Paper • 2402.13178 • Published • 10
AI & ML interests
Medical education
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gzxiong
authored 14
papers about 1 month ago
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine
Paper • 2411.14487 • Published
Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators
Paper • 2411.05897 • Published
Demystifying Large Language Models for Medicine: A Primer
Paper • 2410.18856 • Published
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Paper • 2406.12036 • Published • 1
RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision
Paper • 2502.13957 • Published • 1
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models
Paper • 2505.14599 • Published • 2
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning
Paper • 2506.02911 • Published
GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability
Paper • 2508.21197 • Published • 1
Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models
Paper • 2601.08058 • Published
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
Paper • 2411.02429 • Published
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
Paper • 2512.08892 • Published • 1
Neural Additive Experts: Context-Gated Experts for Controllable Model Additivity
Paper • 2602.10585 • Published • 2
Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution
Paper • 2603.05308 • Published • 2
gzxiong
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charbelmarche33
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charbelmarche33
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