Nehal Shah

Multi-Class Mental Health Discourse Classification from Online Texts: Classical ML vs Transformer/LLM Modeling

It is shown that con-textual transformer/LLM models yield more reliable macro-level performance under imbalance than TF–IDF baselines, particularly for semantically adja- cent classes.