Kapizov, D., & Kumar, P. (2026). FINE-TUNING SMALL LANGUAGE MODELS FOR MENTAL HEALTH TEXT CLASSIFICATION: A PARAMETER-EFFICIENT APPROACH OUTPERFORMING ZERO-SHOT LARGE LANGUAGE MODELS. Scientific Journal of Astana IT University, 26(2), 121–136. https://doi.org/10.37943/XSAJ1029