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Using Topic Modeling to Improve Prediction of Neuroticism and Depression in College Students
Philip Resnik
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Anderson Garron
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Rebecca Resnik
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Paper Details:
Month: October
Year: 2013
Location: Seattle, Washington, USA
Venue:
EMNLP |
SIG: SIGDAT
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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A Computational Approach to Automatic Prediction of Drunk-Texting
Aditya Joshi
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Abhijit Mishra
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Balamurali AR
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Pushpak Bhattacharyya
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Mark J. Carman
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Quantifying Mental Health Signals in Twitter
Glen Coppersmith
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Mark Dredze
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Craig Harman
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CLPsych 2015 Shared Task: Depression and PTSD on Twitter
Glen Coppersmith
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Mark Dredze
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Craig Harman
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Kristy Hollingshead
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Margaret Mitchell
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The University of Maryland CLPsych 2015 Shared Task System
Philip Resnik
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William Armstrong
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Leonardo Claudino
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Thang Nguyen
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Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data
Joseph Bullard
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Cecilia Ovesdotter Alm
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Xumin Liu
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Qi Yu
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Rubén Proaño
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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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Enhancing STEM Motivation through Personal and Communal Values: NLP for Assessment of Utility Value in Student Writing
Beata Beigman Klebanov
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Jill Burstein
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Judith Harackiewicz
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Stacy Priniski
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Matthew Mulholland
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Ethical Research Protocols for Social Media Health Research
Adrian Benton
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Glen Coppersmith
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Mark Dredze
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Analysing the Causes of Depressed Mood from Depression Vulnerable Individuals
Noor Fazilla Abd Yusof
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Chenghua Lin
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Frank Guerin
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What type of happiness are you looking for? - A closer look at detecting mental health from language
Alina Arseniev-Koehler
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Sharon Mozgai
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Stefan Scherer
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Topic Model for Identifying Suicidal Ideation in Chinese Microblog
Xiaolei Huang
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Xin Li
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Tianli Liu
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David Chiu
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Tingshao Zhu
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Lei Zhang
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http://umiacs.umd.edu/
http://umiacs.umd.edu/
http://www.apa.org/about/gr/education/rural-
http://mallet.cs.umass.edu
http://www.nami.org/Template.cfm?Section=depression
http://www.whitehouse.gov/blog/2013/04/10/increasing-
Field Of Study
Approach
Topic Modeling
Language
English
Dataset
Twitter
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