Graph2Counsel creates 760 synthetic counseling sessions from 76 client psychological graphs, outperforming prior datasets in expert ratings on specificity, authenticity, and safety while improving fine-tuned model performance on counseling benchmarks.
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Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs
Graph2Counsel creates 760 synthetic counseling sessions from 76 client psychological graphs, outperforming prior datasets in expert ratings on specificity, authenticity, and safety while improving fine-tuned model performance on counseling benchmarks.