Early detection of depression with linear models using hand-crafted and contextual features. - Ilija Tavchioski; Blaz Skrlj; Senja Pollak; Boshko Koloski (CLEF (Working Notes), 2022)

E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression. - Ilija Tavchioski; Boshko Koloski; Blaz Skrlj; Senja Pollak (LT-EDI, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (Database J. Biol. Databases Curation, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj Dogan; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (CoRR, 2022)

Detection of depression on social networks using transformers and ensembles. - Ilija Tavchioski; Marko Robnik-Sikonja; Senja Pollak (CoRR, 2023)