Depression Classification From Tweets Using Small Deep Transfer Learning Language Models

Depression Classification From Tweets Using Small Deep Transfer Learning Language Models

Depression detection from social media texts such as Tweets or Facebook comments could be very beneficial as early detection of depression may even avoid extreme consequences of long-term depression i.e. suicide. In this study, depression intensity classification is performed using a labeled Twitter...

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Bibliographic Details
Main Authors: Muhammad Rizwan, Muhammad Faheem Mushtaq, Urooj Akram, Arif Mehmood, Imran Ashraf, Benjamin Sahelices
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Depression classification
transfer learning
transformer language models
public health
Online Access:https://ieeexplore.ieee.org/document/9954391/

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