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Mental Health
Deciphering mental illness by exploring online language usage with NLP
TBD3: A Thresholding-Based Dynamic Depression Detection from Social Media for Low-Resource Users
Hrishikesh Kulkarni
,
Sean MacAvaney
,
Nazli Goharian
,
Ophir Frieder
LREC 2022
pdf
bibtex
slides
long conference paper
Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task
Sean MacAvaney
,
Anjali Mittu
,
Glen Coppersmith
,
Jeff Leintz
,
Philip Resnik
CLPsych 2021
pdf
bibtex
slides
workshop paper
SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions
Arman Cohan
*,
Bart Desmet
*,
Andrew Yates
*,
Luca Soldaini
,
Sean MacAvaney
,
Nazli Goharian
* equal contribution
COLING 2018
Area Chair Favorite Paper
pdf
arxiv
bibtex
data
slides
poster
long conference paper
dataset paper
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Sean MacAvaney
,
Bart Desmet
,
Arman Cohan
,
Luca Soldaini
,
Andrew Yates
,
Ayah Zirikly
,
Nazli Goharian
CLPsych @ NAACL 2018
pdf
arxiv
bibtex
data
slides
poster
workshop paper
dataset paper