Standardized benchmark and leaderboard for Clinical Named Entity Recognition
AI & ML interests
None defined yet.
Model evaluation framework for Clinical Application
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MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications
Paper • 2409.07314 • Published • 56 -
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks
Paper • 2407.21072 • Published • 2 -
Named Clinical Entity Recognition Benchmark
Paper • 2410.05046 • Published • 16 -
MEDIC Benchmark
📊53View and compare medical LLM evaluations
SoTA clinical LLMs and the techniques to build them.
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Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs
Paper • 2409.14988 • Published • 22 -
Med42-v2: A Suite of Clinical LLMs
Paper • 2408.06142 • Published • 52 -
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Paper • 2404.14779 • Published • 1 -
m42-health/Llama3-Med42-70B
Text Generation • 71B • Updated • 1.6k • • 68
Standardized benchmark and leaderboard for Clinical Named Entity Recognition
SoTA clinical LLMs and the techniques to build them.
-
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs
Paper • 2409.14988 • Published • 22 -
Med42-v2: A Suite of Clinical LLMs
Paper • 2408.06142 • Published • 52 -
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Paper • 2404.14779 • Published • 1 -
m42-health/Llama3-Med42-70B
Text Generation • 71B • Updated • 1.6k • • 68
Model evaluation framework for Clinical Application
-
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications
Paper • 2409.07314 • Published • 56 -
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks
Paper • 2407.21072 • Published • 2 -
Named Clinical Entity Recognition Benchmark
Paper • 2410.05046 • Published • 16 -
MEDIC Benchmark
📊53View and compare medical LLM evaluations