3 papers
cs.CL2026
Context-Aware Dialectal Arabic Machine Translation with Interactive Region and Register Selection
Afroza Nowshin, Prithweeraj Acharjee Porag, Haziq Jeelani +1
Current Machine Translation (MT) systems for Arabic often struggle to account for dialectal diversity, frequently homogenizing dialectal inputs into Modern Standard Arabic (MSA) an…
cs.CE2025
From Text to Returns: Using Large Language Models for Mutual Fund Portfolio Optimization and Risk-Adjusted Allocation
Abrar Hossain, Mufakir Qamar Ansari, Haziq Jeelani +2
Generative AI (GenAI) has enormous potential for improving two critical areas in investing, namely portfolio optimization (choosing the best combination of assets) and risk managem…
cs.CL2025
Optimizing Medical Question-Answering Systems: A Comparative Study of Fine-Tuned and Zero-Shot Large Language Models with RAG Framework
Tasnimul Hassan, Md Faisal Karim, Haziq Jeelani +3
Medical question-answering (QA) systems can benefit from advances in large language models (LLMs), but directly applying LLMs to the clinical domain poses challenges such as mainta…