Mao, H. and Han, Q. 2025. Applications of Transformer-Based Language Models for Depression Detection: A Scoping Review. Journal of Integrated Social Sciences and Humanities. (Jun. 2025), 1–8. DOI:https://doi.org/10.62836/jissh.v2i1.437.