Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts

As per estimation, 8 million people could not get Consider a post in a social media platform - Reddit specialist help as they were not considered sick enough to posted in subreddit r/depression. The post is personally qualify. This situation underscores the need for automation written by a user which exhibit higher levels of emotions of mental health detection from social media data where and stances associated with mental and social well-being, people express themselves and their thoughts, beliefs/ emotions respectively. The post written by user is given as: with ease. This self-reported social media data is valuable but laborious for manual interpretations; thus, although = "I do not want to read literature but my complex, an automated system would significantly enhance parents forced me to do so. Not happy with my the ability to understand a social media user's state of mental grades" health. Amid COVID-19, the social NLP research community A major concern of user is about education stating the witness increase in the use of social media to express issue of forced subjects by parents that clearly indicate thoughts/ feelings and share life experiences Gianfredi, child's lack of interest affecting state of mind.