Combining Psychological Theory with Language Models for Suicide Risk Detection

Keyphrases

• Psychological Theory 100%
• Suicide Risk Assessment 100%
• Language Model 100%
• Online Counseling Services 100%
• Hierarchical Approach 50%
• Hebrew Language 50%
• Real-time Detection 50%
• Automatic Detection 50%
• ROC-AUC 50%
• Counselors 50%
• Suicide 50%
• Predictive Models 50%
• Counselling Session 50%
• Non-hierarchical 50%
• Suicide Risk 50%
• Online Chat 50%
• New Language 50%
• BERT Model 50%
• NLP Tools 50%
• Hierarchical BERT 50%
• Conversational Structure 50%
• Bounded Languages 50%
• Online Support System 50%
• Emergency Mental Health 50%
• Help-seeker 50%
• Mental Health Support 50%

Computer Science

• Psychological Theory 100%
• Language Modeling 100%
• Predictive Model 33%
• Automatic Detection 33%
• Providing Service 33%
• Bidirectional Encoder Representations From Transformers 33%
• Online Chat 33%

Psychology

• Psychological Theory 100%
• Mental Health 50%