4 papers
Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems?
Md Tanzib Hosain, Md Kishor Morol
Among the hardest tasks for humans are those found in competitive programming where problems require sophisticated algorithmic thinking, puzzle solving, and the creation of effecti…
Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team
Md Tanzib Hosain, Salman Rahman, Md Kishor Morol +1
Despite impressive progress on complex reasoning, current large language models (LLMs) typically operate in isolation - treating each problem as an independent attempt, without acc…
Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation
Tanjil Hasan Sakib, Md. Tanzib Hosain, Md. Kishor Morol
Small Language Models (SLMs) have gained substantial attention due to their ability to execute diverse language tasks successfully while using fewer computer resources. These model…
Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning
Md. Tanzib Hosain, Asif Zaman, Md. Shahriar Sajid +2
The widespread adoption of Artificial Intelligence (AI) has been driven by significant advances in intelligent system research. However, this progress has raised concerns about dat…