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Quantifying the Language of Schizophrenia in Social Media
Margaret Mitchell
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Kristy Hollingshead
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Glen Coppersmith
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Paper Details:
Month: June 5
Year: 2015
Location: Denver, Colorado
Venue:
CLPsych |
WS |
Citations
URL
SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions
Arman Cohan
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Bart Desmet
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Andrew Yates
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Luca Soldaini
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Sean MacAvaney
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Nazli Goharian
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Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates
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Arman Cohan
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Nazli Goharian
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evision PDF of 'Multitask Learning for Mental Health Conditions with Limited Social Media Data
Adrian Benton
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Margaret Mitchell
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Dirk Hovy
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Computational Characterization of Mental States: A Natural Language Processing Approach
Facundo Carrillo
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Predictive Linguistic Features of Schizophrenia
Efsun Sarioglu Kayi
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Mona Diab
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Luca Pauselli
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Michael Compton
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Glen Coppersmith
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Personality Traits on Twitter—or—How to Get 1,500 Personality Tests in a Week
Barbara Plank
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Dirk Hovy
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Crazy Mad Nutters: The Language of Mental Health
Jena D. Hwang
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Kristy Hollingshead
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The language of mental health problems in social media
George Gkotsis
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Anika Oellrich
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Tim Hubbard
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Richard Dobson
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Maria Liakata
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Sumithra Velupillai
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Rina Dutta
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Exploratory Analysis of Social Media Prior to a Suicide Attempt
Glen Coppersmith
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Kim Ngo
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Ryan Leary
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Anthony Wood
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Predicting Post Severity in Mental Health Forums
Shervin Malmasi
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Marcos Zampieri
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Mark Dras
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Semi-supervised CLPsych 2016 Shared Task System Submission
Nicolas Rey-Villamizar
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Prasha Shrestha
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Thamar Solorio
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Farig Sadeque
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Steven Bethard
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Ted Pedersen
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In your wildest dreams: the language and psychological features of dreams
Kate Niederhoffer
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Jonathan Schler
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Patrick Crutchley
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Kate Loveys
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Glen Coppersmith
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Small but Mighty: Affective Micropatterns for Quantifying Mental Health from Social Media Language
Kate Loveys
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Patrick Crutchley
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Emily Wyatt
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Glen Coppersmith
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Deep Learning for Depression Detection of Twitter Users
Ahmed Husseini Orabi
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Prasadith Buddhitha
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Mahmoud Husseini Orabi
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Diana Inkpen
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A Psychologically Informed Approach to CLPsych Shared Task 2018
Almog Simchon
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Michael Gilead
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Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia
Dan Iter
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Jong Yoon
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Dan Jurafsky
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RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Sean MacAvaney
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Bart Desmet
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Arman Cohan
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Luca Soldaini
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Andrew Yates
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Ayah Zirikly
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Nazli Goharian
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https://twitter.com/
https://pypi.python.org/pypi/Unidecode
https://code.google.com/p/cld2/
http://en.wikipedia.org/wiki/Perplexity
https://github.com/percyliang/brown-cluster
http://mallet.cs.umass.edu
http://www.nami.org/Learn-More/Mental-
http://www.pacificmedresearch.com/common-
http://www.nimh.nih.gov/health/topics/schizophrenia
Field Of Study
Approach
Unsupervised Learning
Language
English
Dataset
Social Media
Twitter
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