Mental Health
Related Papers
Multitask Learning for Mental Health Conditions with Limited Social Media Data
AbstractLanguage contains information about the author’s demographic attributes as well as their mental state, and has been successfully leveraged in NLP to predict either one alone. However, demographic attributes and …...
Inferring Social Media Users’ Mental Health Status from Multimodal Information
AbstractWorldwide, an increasing number of people are suffering from mental health disorders such as depression and anxiety. In the United States alone, one in every four adults suffers from a …...
An Exploratory Analysis of the Relation between Offensive Language and Mental Health
In this paper, we analyze the interplay be- tween the use of offensive language and men- tal health. We acquired publicly available datasets created for offensive language identi- fication and …...
Automatic Detection and Classification of Mental Illnesses from General Social Media Texts
AbstractMental health is getting more and more attention recently, depression being a very common illness nowadays, but also other disorders like anxiety, obsessive-compulsive disorders, feeding disorders, autism, or attention-deficit/hyperactivity disorders. …...
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare
AbstractMental health is a critical issue in modern society, and mental disorders could sometimes turn to suicidal ideation without adequate treatment. Early detection of mental disorders and suicidal ideation from …...