In medication-leaflet generation, ORPO and GRPO beat SFT and a zero-shot GPT-5 baseline, but GRPO's cross-domain advantage is partly built into its reward functions.
Natural Language Processing for Digital Health in the Era of Large Language Models
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Exploring Post-Training Alignment of Small Language Models for Biomedical Data-to-Text Generation: A Case Study of Medication Leaflet
In medication-leaflet generation, ORPO and GRPO beat SFT and a zero-shot GPT-5 baseline, but GRPO's cross-domain advantage is partly built into its reward functions.