Mental Health

Suicidal Posts Detection System Incorporating Psychological Risk Factors ACML 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 Team ISM at CLPsych 2025: Capturing Mental Health Dynamics from Social Media Timelines using A Pretrained Large Language Model with In-Context Learning NAACL 2025 Test-Time Training for Speech-based Depression Detection Interspeech 2025 The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents Interspeech 2025 The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support NAACL 2025 The First Multilingual Model For The Detection of Suicide Texts COLING 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025 Towards Machine Unlearning for Paralinguistic Speech Processing Interspeech 2025 Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025 Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements Interspeech 2025 Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025 Transformer-Based Analysis of Adaptive and Maladaptive Self-States in Longitudinal Social Media Data NAACL 2025 Understanding Unique Behavioral Patterns through Multimodal Analysis of Eye-Hand Coordination in Autistic Children (Student Abstract) AAAI 2025 Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy NAACL 2025 Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia NAACL 2025 WhisperD: Dementia Speech Recognition and Filler Word Detection with Whisper Interspeech 2025 Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models NAACL 2025 Zero-Shot Speech-Based Depression and Anxiety Assessment with LLMs Interspeech 2025 A Dual-Prompting for Interpretable Mental Health Language Models EACL 2024 Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024 Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk EACL 2024 Assessing Motivational Interviewing Sessions with AI-Generated Patient Simulations EACL 2024 BESST Dataset: A Multimodal Resource for Speech-based Stress Detection and Analysis Interspeech 2024