Papers with Suicide ideation
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media (2020.emnlp-main)
Copied to clipboard
| Challenge: | Suicide ideation is often linked to a history of mental depression. |
| Approach: | They propose a time-aware transformer based model for preliminary screening of suicidal risk on social media that augments linguistic models with historical context. |
| Outcome: | The proposed model outperforms competing models and shows that it is time-aware and contextually useful for suicide risk assessment. |