conftrace_

mental health detection

53 papers

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Also known as

MHD

Co-occurring keywords

text classification (6793) social media analysis (699) mental health (243) depression detection (146) social media (667) transformer model (1996) large language model (13587) transfer learning (5449) speech analysis (363) sentiment analysis (2084)

Papers

Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus EACL 2026
FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data ACL 2026
A Survey on Multilingual Mental Disorders Detection from Social Media Data EACL 2026
MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026
Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025
Signs of Struggle: Spotting Cognitive Distortions across Language and Register AACL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025
Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL 2025
PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025
Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024
Comparing panic and anxiety on a dataset collected from social media EACL 2024
MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024
Evaluating Lexicon Incorporation for Depression Symptom Estimation NAACL 2024
CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue COLING 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024
Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation INTERSPEECH 2024
SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German EACL 2023
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023
C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances INTERSPEECH 2023
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts ACL 2023