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An evolving list of electronic media data sets used to model mental-health status.
Geolocation Inference for Reddit
Keywords and phrases that can be used for identifying mental-health-related conversation on Twitter
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
Code and data for "Do Models of Mental Health Based on Social Media Data Generalize?" appearing in Findings of EMNLP (2020)
Code to support analysis of social media data for mental-health tracking.
Infinite Dynamic Topic Model
Understanding unsupervised domain transfer for depression classification using topic models.
A wrapper for API wrappers.
Official repository for the ML4H (Findings) paper: "An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping."