RSD-15K contributes 14,613 user-level annotated Reddit posts with four suicide risk categories and timestamps, and DeBERTa reaches 76% accuracy and 77% macro F1 on the benchmark task.
The clinical sequelae of the covid-19 pandemic: Loneliness, depression, excessive alcohol use, social media addiction, and risk for suicide ideation,
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RSD-15K: A Large-Scale User-Level Annotated Dataset for Suicide Risk Detection on Social Media
RSD-15K contributes 14,613 user-level annotated Reddit posts with four suicide risk categories and timestamps, and DeBERTa reaches 76% accuracy and 77% macro F1 on the benchmark task.