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cs.CL2026
Reasoning Over Recall: Evaluating the Efficacy of Generalist Architectures vs. Specialized Fine-Tunes in RAG-Based Mental Health Dialogue Systems
Md Abdullah Al Kafi, Raka Moni, Sumit Kumar Banshal
The deployment of Large Language Models (LLMs) in mental health counseling faces the dual challenges of hallucinations and lack of empathy. While the former may be mitigated by RAG…
cs.CL2025
FastPOS: Language-Agnostic Scalable POS Tagging Framework Low-Resource Use Case
Md Abdullah Al Kafi, Sumit Kumar Banshal
This study proposes a language-agnostic transformer-based POS tagging framework designed for low-resource languages, using Bangla and Hindi as case studies. With only three lines o…