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Great research interests have been attracted to devise AI services that areable to provide mental health support. However, the lack of corpora is a mainobstacle to this research, particularly in Chinese language. In this paper, wepropose PsyQA, a Chinese dataset of psychological health support in the form ofquestion and answer pair. PsyQA is crawled from a Chinese mental health serviceplatform, and contains 22K questions and 56K long and well-structured answers.Based on the psychological counseling theories, we annotate a portion of answertexts with typical strategies for providing support, and further presentin-depth analysis of both lexical features and strategy patterns in thecounseling answers. We also evaluate the performance of generating counselinganswers with the generative pretrained models. Results show that utilizingstrategies enhances the fluency and helpfulness of generated answers, but thereis still a large space for future research.

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support