Papers by Lingfeng Dai

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Papers by Lingfeng Dai

EMNLP

2022.emnlp-main

depression-diagnosis-directed clinical session
dialogue topics
depression consultation and diagnosis
Depression-Diagnosis-Oriented Chat
diagnosis of depression
diagnosis
response generation
topic prediction
severity classification of depressive episode
Multi-scale evaluation

2022

Dialogue Systems & Conversational Agents

1 papers

D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat (2022.emnlp-main)

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Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu

Dialogue Systems & Conversational Agents

Challenge:	Existing human-machine dialogue systems are not able to provide diagnostic information for depression diagnosis due to stigma associated with mental illness.
Approach:	They propose to construct a Chinese Dialogue Dataset for depression-diagnosis-oriented chat based on clinical depression diagnostic criteria.
Outcome:	The proposed system can be used to diagnose depression using a Chinese Dialogue Dataset.

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