mental health prediction

Multimodal Digital Phenotyping for Early Prediction of Manic Episodes Through Keystroke Dynamics and Circadian Pattern Analysis AAAI 2026 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ACL 2025 Towards Gender Fairness for Mental Health Prediction IJCAI 2023 The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts COLING 2022 Toward Corpus Size Requirements for Training and Evaluating Depression Risk Models Using Spoken Language Interspeech 2022 Stacked Recurrent Neural Networks for Speech-Based Inference of Attachment Condition in School Age Children Interspeech 2021 Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019 Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation Interspeech 2019 An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection NAACL 2018 CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018 Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia EMNLP 2017