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.
InProceedings of the 2022 Conference on Empirical Methods in Natural Lan- guage Processing, pages 2438–2459, Abu Dhabi, United Arab Emirates
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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.