APhyND — An algorithmic framework for automatic narrative detection in psychotherapy session transcripts

Keyphrases

• Algorithm Framework 100%
• Psychotherapy Sessions 100%
• Hebrew 60%
• Therapeutic Communication 60%
• Therapist 60%
• Psychotherapy 40%
• Feature Extraction 40%
• Specialized Features 40%
• Storytelling 20%
• Social Media 20%
• Conditional Random Fields 20%
• Clinical Application 20%
• Inter-annotator Agreement 20%
• Morphologically Rich Languages 20%
• Adaptive Threshold 20%
• Formal Definition 20%
• Sequence Modeling 20%
• Annotation Guidelines 20%
• F1 Score 20%
• Therapeutic Narratives 20%
• Cognitive Framework 20%
• News Media 20%
• Comprehensive Solution 20%
• Contextual Understanding 20%
• Therapeutic Context 20%
• Class Imbalance 20%
• Interruption Characteristics 20%
• Threshold Adjustment 20%
• Unique Challenge 20%
• Therapy Sessions 20%
• Layered Framework 20%
• Working with Domain Experts 20%

Computer Science

• Feature Extraction 100%
• Annotation 50%
• Conditional Random Field 50%
• Bidirectional Encoder Representations From Transformers 50%
• Therapy Session 50%
• Formal Definition 50%
• Class Imbalance 50%
• Clinical Application 50%
• Social Media 50%

Psychology

• Narrative 100%
• Feature Extraction 50%
• Story-Telling 25%
• Social Media 25%