Mental disorders are major concerns in societies all over the world, and in spite of the
improved diagnosis rates of such disorders in recent years, many cases still go undetected …

Language provides a unique window into thoughts, enabling direct assessment of mental-
state alterations. Due to their increasing popularity, online social media platforms have …

According to the World Health Organization, 350 million people worldwide sufferfrom
depression. Detecting this trouble constitutes thus a challenge for personal and …

Depression is a common mental disorder that affects millions of people around the world.
Recently, several methods have been proposed that detect people suffering from …

Social media has become a vital platform for personal communication. Its widespread use
as a primary means of public communication offers an exciting opportunity for early …

Mental health disorders are a major concern worldwide. However many cases still go
undetected. Due to their increasing popularity, online social media sites became promising …

Sentiment and lexical analyses are widely used to detect depression or anxiety disorders. It
has been documented that there are significant differences in the language used by a …

Early detection of mental health disorders is an essential step in treating and preventing
mental health conditions. Computational approaches have been applied to users' social …

Due to the rapid growth of user interaction on different social media platforms, publicly
available social media data has increased substantially. The sheer amount of data and level …

This paper proposes a new depression detection system based on LLMs that is both
interpretable and interactive. It not only provides a diagnosis, but also diagnostic evidence …