An LLM-augmented synthetic data pipeline produces the largest public eviction-focused SDoH dataset (14 categories) and fine-tuned open LLMs that outperform prompt-optimized GPT-4o on the authors' test sets.
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SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data
An LLM-augmented synthetic data pipeline produces the largest public eviction-focused SDoH dataset (14 categories) and fine-tuned open LLMs that outperform prompt-optimized GPT-4o on the authors' test sets.