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A Test Collection for Research on Depression and Language Use

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References

2002Psychological Aspects of Natural Language Use: Our Words, Our Selves2,616 cited
2021Predicting Depression via Social Media1,582 cited
2015Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study781 cited
2014Quantifying Mental Health Signals in Twitter722 cited
2013Social media as a measurement tool of depression in populations497 cited
2015Detecting suicidality on Twitter439 cited
2015CLPsych 2015 Shared Task: Depression and PTSD on Twitter329 cited

Cited by

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2017eRISK 2017: CLEF Lab on Early Risk Prediction on the Internet: Experimental Foundations163 cited
2024Machine Learning for Multimodal Mental Health Detection: A Systematic Review of Passive Sensing Approaches153 cited
2018Measuring the Latency of Depression Detection in Social Media127 cited

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2022Ensemble Hybrid Learning Methods for Automated Depression Detection125 cited

2021Automatic detection of depression symptoms in twitter using multimodal analysis122 cited

2024An attention-based CNN-BiLSTM model for depression detection on social media text120 cited

2019Overview of eRisk 2019 Early Risk Prediction on the Internet118 cited

2019Multitask Representation Learning for Multimodal Estimation of Depression Level115 cited

2020Detection of Suicidal Ideation on Social Media: Multimodal, Relational, and Behavioral Analysis110 cited

2021Analysis of Deep Learning Techniques for Early Detection of Depression on Social Media Network - A Comparative Study110 cited

2020Early Depression Detection from Social Network Using Deep Learning Techniques104 cited

2022Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification104 cited