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D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. (arXiv:2205.11764v1 [cs.CL])
May 25, 2022, 1:12 a.m. | Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
cs.CL updates on arXiv.org arxiv.org
In a depression-diagnosis-directed clinical session, doctors initiate a
conversation with ample emotional support that guides the patients to expose
their symptoms based on clinical diagnosis criteria. Such a dialog is a
combination of task-oriented and chitchat, different from traditional
single-purpose human-machine dialog systems. However, due to the social stigma
associated with mental illness, the dialogue data related to depression
consultation and diagnosis are rarely disclosed. Though automatic
dialogue-based diagnosis foresees great application potential, data sparsity
has become one of the …
More from arxiv.org / cs.CL updates on arXiv.org
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