Research
Areas of Interest
- Natural Language Processing
- Information Retrieval
- Retrieval Augmented Generation
- Efficient Fine-tuning of Large Language Models
- LLMs in Healthcare
- NLP applications for Low-resource Languages
Publications
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Title:
An RNN based Approach to Predict Next Word in Bangla Language
Collaborators: Asif Mahmud , Md. Nazmul Hasan Rony,
Deba Dip Bhowmik, Ratnadip Kuri* & A. R. M. Mahmudul Hasan Rana
Conference: International Conference on Machine Intelligence and
Emerging Technologies (MIET 2022)
Status:
published
[Code & Dataset]
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Title:
L-Tuning: Synchronized Label Tuning For Prompt And Prefix In LLMs
Collaborators:
Md. Kowsher*, Md. Shohanur Islam Sobuj, Asif Mahmud , Nusrat Jahan Prottasha, Prakash Bhat
Conference International Conference on
Learning Representations, tiny papers, 2024 (ICLR 2024).
Status:
published
[Code]
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Title:
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning
Collaborators:
Md. Kowsher*, Asif Mahmud , Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, Prakash Bhat, and Jia Xu
Journal: Scientific Reports, Nature Journal
Status:
accepted
[Code]
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Title:
Prompt-based Fine-tuning of Bangla Language Models for Sequence Classification
Collaborators:
Asif Mahmud* , Md. Shariar Hossain, Md Rasel Meya, Didarul Islam Didar, Hasibul Islam, Puja Dhar, Poly Akter
Conference: MIET 2024
Status:
accepted
[* denotes corresponding author]
