Papers
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
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic
Kate Loveys, Kate Niederhoffer, Emily Prud’hommeaux et al.
Cross-Lingual Content Scoring
Andrea Horbach, Sebastian Stennmanns, Torsten Zesch
Co-Attention Based Neural Network for Source-Dependent Essay Scoring
Haoran Zhang, Diane Litman
CLUF: a Neural Model for Second Language Acquisition Modeling
Shuyao Xu, Jin Chen, Long Qin
Deep Factorization Machines for Knowledge Tracing
Jill-Jênn Vie
TMU System for SLAM-2018
Masahiro Kaneko, Tomoyuki Kajiwara, Mamoru Komachi
Feature Engineering for Second Language Acquisition Modeling
Guanliang Chen, Claudia Hauff, Geert-Jan Houben
Complex Word Identification Using Character n-grams
Maja Popović
NILC at CWI 2018: Exploring Feature Engineering and Feature Learning
Nathan Hartmann, Leandro Borges dos Santos
Deep Learning Architecture for Complex Word Identification
Dirk De Hertog, Anaïs Tack
Complex Word Identification: Convolutional Neural Network vs. Feature Engineering
Segun Taofeek Aroyehun, Jason Angel, Daniel Alejandro Pérez Alvarez et al.
SB@GU at the Complex Word Identification 2018 Shared Task
David Alfter, Ildikó Pilán