Social media enable users to share their feelings and emotional struggles. They also offer
an opportunity to provide community support to suicidal users. Recent studies on suicide risk …

Recent psychological studies indicate that individuals exhibiting suicidal ideation
increasingly turn to social media rather than mental health practitioners. Personally …

Social media's ubiquity fosters a space for users to exhibit suicidal thoughts outside of
traditional clinical settings. Understanding the build-up of such ideation is critical for the …

Recent psychological studies indicate that individuals exhibiting suicidal ideation
increasingly turn to social media rather than mental health practitioners. Contextualizing the …

Recent work in Natural Language Processing has increasingly focused on detecting suicidal
intent in textual data, where the main aim is to detect expressions in a binary setting …

History of mental illness is a major factor behind suicide risk and ideation. However research
efforts toward characterizing and forecasting this risk is limited due to the paucity of …

This work starts with the TWISCO baseline, a benchmark of suicide-related content from
Twitter. We find that hyper-parameter tuning can improve this baseline by 9%. We examined …

Technological advancements have led to the creation of social media platforms like Twitter,
where people have started voicing their views over rarely discussed and socially …

The abundance and growing usage of social media has given an unprecedented access to
users' social accounts for studying people's thoughts and sentiments. In this work, we are …

Temporal psycholinguistics can play a crucial role in studying expressions of suicidal intent
on social media. Current methods are limited in their approach in leveraging contextual …