LLM-generated synthetic synopses conditioned on target PHQ-8 scores, added to real DAIC-WOZ synopses, reduce PHQ-8 regression error (RMSE 4.64, MAE 3.66) in a single-run BERT evaluation.
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Synthetic Data Generation with LLM for Improved Depression Prediction
LLM-generated synthetic synopses conditioned on target PHQ-8 scores, added to real DAIC-WOZ synopses, reduce PHQ-8 regression error (RMSE 4.64, MAE 3.66) in a single-run BERT evaluation.