Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis
cs.LG, cs.CL, cs.CV
Submitted: 2026-09-30
Updated: 2026-09-30
Terminology
Sources
- GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
- Qwen3-VL Technical Report
- CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats
- Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
- Gemma 3 Technical Report
- PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging
- Language Models (Mostly) Know What They Know
- DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
- Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
- ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding
- MedGemma Technical Report
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