Papers
Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions
Luca Soldaini, Timothy Walsh, Arman Cohan et al.
Within and Between-Person Differences in Language Used Across Anxiety Support and Neutral Reddit Communities
Molly Ireland, Micah Iserman
Predicting Human Trustfulness from Facebook Language
Mohammadzaman Zamani, Anneke Buffone, H. Andrew Schwartz
RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
Sean MacAvaney, Bart Desmet, Arman Cohan et al.
Dynamics of an idiostyle of a Russian suicidal blogger
Tatiana Litvinova, Olga Litvinova, Pavel Seredin
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder
Julia Parish-Morris, Evangelos Sariyanidi, Casey Zampella et al.
Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia
Dan Iter, Jong Yoon, Dan Jurafsky
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task
Kylie Radford, Louise Lavrencic, Ruth Peters et al.
Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System.
Klim Zaporojets, Lucas Sterckx, Johannes Deleu et al.
A Psychologically Informed Approach to CLPsych Shared Task 2018
Almog Simchon, Michael Gilead
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)
Anthony Rios, Tung Tran, Ramakanth Kavuluru
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task
Sharath Chandra Guntuku, Salvatore Giorgi, Lyle Ungar
Deep Learning for Depression Detection of Twitter Users
Ahmed Husseini Orabi, Prasadith Buddhitha, Mahmoud Husseini Orabi et al.
Cross-cultural differences in language markers of depression online
Kate Loveys, Jonathan Torrez, Alex Fine et al.
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health
Julia Ive, George Gkotsis, Rina Dutta et al.
Using contextual information for automatic triage of posts in a peer-support forum
Edgar Altszyler, Ariel J. Berenstein, David Milne et al.
An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection
Micah Iserman, Molly Ireland, Andrew Littlefield et al.
CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays
Veronica Lynn, Alissa Goodman, Kate Niederhoffer et al.
Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings
Han-Chin Shing, Suraj Nair, Ayah Zirikly et al.
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection
Michelle Morales, Stefan Scherer, Rivka Levitan
What type of happiness are you looking for? - A closer look at detecting mental health from language
Alina Arseniev-Koehler, Sharon Mozgai, Stefan Scherer
Cross-Lingual Content Scoring
Andrea Horbach, Sebastian Stennmanns, Torsten Zesch
Co-Attention Based Neural Network for Source-Dependent Essay Scoring
Haoran Zhang, Diane Litman