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Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires


Apr 21, 2022
Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan

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Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization


Dec 29, 2020
Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow

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* Fixed typo in Eq 2 

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Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity


Oct 25, 2019
Chris Emmery, Ben Verhoeven, Guy De Pauw, Gilles Jacobs, Cynthia Van Hee, Els Lefever, Bart Desmet, Véronique Hoste, Walter Daelemans

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Classifying the reported ability in clinical mobility descriptions


Jun 07, 2019
Denis Newman-Griffis, Ayah Zirikly, Guy Divita, Bart Desmet

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* Appearing in BioNLP 2019. 10 pages; 6 tables, 2 figures 

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SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions


Jul 10, 2018
Arman Cohan, Bart Desmet, Andrew Yates, Luca Soldaini, Sean MacAvaney, Nazli Goharian

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* COLING 2018 

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RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses


Jun 20, 2018
Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian

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* 6 pages, accepted for publication at the CLPsych workshop at NAACL-HLT 2018 

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Automatic Detection of Cyberbullying in Social Media Text


Jan 17, 2018
Cynthia Van Hee, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, Véronique Hoste

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* 21 pages, 9 tables, under review 

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