AKM Moshiur Rahman Mazumder

Aldrin Kabya Biswas, Md Fahim, Md Tahmid Hasan Fuad, Akm Moshiur Rahman Mazumder, Amin Ahsan Ali, AKM Mahbubur Rahman

Training-free layer selection for partial fine-tuning of language models

Information Sciences 740, pp. 123204, 2026

• partial fine-tuning
• domain generalization
• pre-trained language models
• text generation
• layer selection
• parameter-efficient fine-tuning
• sentence classification
• transformer layers

Faisal Hossain Raquib, Akm Moshiur Rahman Mazumder, Md Fahim, Md Tahmid Hasan Fuad, Md Farhan Ishmam, Faria Sultana, M Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman

BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 43652-43674, 2026

• hate speech detection
• Explainable AI
• Bengali language

• SDG 16Peace, Justice and Strong Institutions

Sami Rashid, Md Fahim Shahriar, Sumaiya Karim Katha, Ezharuddin Jubaer, Akm Moshiur Rahman Mazumder, Ashraful Islam, Mohsena Ashraf, Asif Mahmud, M Ashraful Amin

AI Agents in Healthcare: A Survey of Applications, Resources, and Challenges

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

• algorithmic bias
• Medical education
• diagnostic imaging
• clinical decision support
• multi-agent systems
• medical consultation
• large language models
• AI Agents
• regulatory challenges
• explainability

• SDG 3Good Health and Well-being

Md Ayon Mia, Akm Moshiur Rahman Mazumder, Khadiza Sultana Sayma, Md Fahim, Md Tahmid Hasan Fuad, Muhammad Ibrahim Khan, Akmmahbubur Rahman

Banmime: Misogyny detection with metaphor explanation on bangla memes

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pp. 17824-17850, 2025

• misogyny detection
• hate speech
• social media text
• metaphorical language

• SDG 5Gender Equality
• SDG 16Peace, Justice and Strong Institutions
• SDG 10Reduced Inequalities

Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean, Mohammad Ashfaq Ur Rahman, Akm Moshiur Rahman Mazumder, Ahaj Mahhin Faiak, Md Fahim, M Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman

SOMAJGYAAN: A dataset for evaluating LLMs on Bangla culture, social knowledge, and low-resource language adaptation

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, pp. 2157-2177, 2025

• social knowledge
• large language models
• low-resource languages
• Bangladeshi culture
• Bengali language
• language adaptation

Mohaymen Ul Anam, Akm Moshiur Rahman Mazumder, Ashraful Islam, Akmmahbubur Rahman, M Ashraful Amin

Hatenet-bn at BLP-2025 Task 1: A hierarchical attention approach for bangla hate speech detection

Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025), pp. 544-550, 2025

• hate speech detection
• Bengali language
• hierarchical attention

• SDG 16Peace, Justice and Strong Institutions

Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain, Mysha Samiha, Md Alvi Noor Hossain, Md Fahim, Amin Ahsan Ali, Ashraful Islam, M Ashraful Amin, Akmmahbubur Rahman

CMBAN: Cartoon-Driven Meme Contextual Classification Dataset for Bangla

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, pp. 2178-2194, 2025

• Bengali language
• social media text classification
• multilingual text classification