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cs.CL2026
From Baselines to Preferences: A Comparative Study of LoRA/QLoRA and Preference Optimization for Mental Health Text Classification
Mihael Arcan
Mental health text classification has rapidly adopted modern adaptation methods, yet practical guidance on which optimization strategy to use, when, and why remains limited. This p…
cs.CL2026
Triples and Knowledge-Infused Embeddings for Clustering and Classification of Scientific Documents
Mihael Arcan
The increasing volume and complexity of scientific literature demand robust methods for organizing and understanding research documents. In this study, we investigate whether struc…