An Investigation of Deep Learning Systems for Suicide Risk Assessment

Michelle Morales, Prajjalita Dey, T. Theisen, Daniel Belitz, N. Chernova
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引用次数: 18

Abstract

This work presents the systems explored as part of the CLPsych 2019 Shared Task. More specifically, this work explores the promise of deep learning systems for suicide risk assessment.
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自杀风险评估的深度学习系统研究
这项工作展示了作为CLPsych 2019共享任务的一部分所探索的系统。更具体地说,这项工作探讨了深度学习系统在自杀风险评估方面的前景。
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Depressed Individuals Use Negative Self-Focused Language When Recalling Recent Interactions with Close Romantic Partners but Not Family or Friends Suicide Risk Assessment on Social Media: USI-UPF at the CLPsych 2019 Shared Task ConvSent at CLPsych 2019 Task A: Using Post-level Sentiment Features for Suicide Risk Prediction on Reddit Linguistic Analysis of Schizophrenia in Reddit Posts Predicting Suicide Risk from Online Postings in Reddit The UGent-IDLab submission to the CLPysch 2019 Shared Task A
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