Multi-task learning to detect suicide ideation and mental disorders among social media users

HIGHLIGHTS

• who: Prasadith Buddhitha from the Shenzhen Polytechnic, China Xidian University, China have published the Article: Multi-task learning to detect suicide ideation and mental disorders among social media users, in the Journal: (JOURNAL)
• what: The research explores the feasibility of applying deep learning methods and, specifically, multi-task learning to predict users with suicide ideation and single or multiple mental disorders. The authors explore the impact auxiliary inputs, specifically the ones discovered through exploratory analysis, have on mental illness and suicide ideation detection outcomes. For most of the research where manually engineered features were used . . .
  

   

  

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