Are You Depressed? Analyze User Utterances to Detect Depressive Emotions Using DistilBERT

Are You Depressed? Analyze User Utterances to Detect Depressive Emotions Using DistilBERT

This paper introduces the Are u Depressed (AuD) model, which aims to detect depressive emotional intensity and classify detailed depressive symptoms expressed in user utterances. The study includes the creation of a BWS dataset using a tool for the Best-Worst Scaling annotation task and a DSM-5 data...

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Bibliographic Details
Main Authors: Jaedong Oh, Mirae Kim, Hyejin Park, Hayoung Oh
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
depression intensity
Best-Worst Scaling
DSM-5 dataset
DistilBERT
attention
Online Access:https://www.mdpi.com/2076-3417/13/10/6223

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