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Childhood Sexual Abuse (CSA) is a menace to society and has long-lastingeffects on the mental health of the survivors. From time to time CSA survivorsare haunted by various mental health issues in their lifetime. Proper care andattention towards CSA survivors facing mental health issues can drasticallyimprove the mental health conditions of CSA survivors. Previous worksleveraging online social media (OSM) data for understanding mental healthissues haven't focused on mental health issues in individuals with CSAbackground. Our work fills this gap by studying Reddit posts related to CSA tounderstand their mental health issues. Mental health issues such as depression,anxiety, and Post-Traumatic Stress Disorder (PTSD) are most commonly observedin posts with CSA background. Observable differences exist between postsrelated to mental health issues with and without CSA background. Keeping thisdifference in mind, for identifying mental health issues in posts with CSAexposure we develop a two-stage framework. The first stage involves classifyingposts with and without CSA background and the second stage involves recognizingmental health issues in posts that are classified as belonging to CSAbackground. The top model in the first stage is able to achieve accuracy andf1-score (macro) of 96.26% and 96.24%. and in the second stage, the top modelreports hamming score of 67.09%. Content Warning: Reader discretion isrecommended as our study tackles topics such as child sexual abuse,molestation, etc.

Trauma lurking in the shadows: A Reddit case study of mental health issues in online posts about Childhood Sexual Abuse