mental health analysis

8 papers

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Co-occurring keywords

text classification (6776) depression detection (145) stress detection (19) social media mining (93) large language model (12755) social media analysis (699) natural language processing (2027) synthetic data evaluation (3) explainable ai (478) synthetic data generation (559)

Papers

Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data COLING 2024

DepressMind: A Depression Surveillance System for Social Media Analysis EACL 2024

Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023

Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022

Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021

Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021

Dreaddit: A Reddit Dataset for Stress Analysis in Social Media EMNLP 2019

Within and Between-Person Differences in Language Used Across Anxiety Support and Neutral Reddit Communities NAACL 2018