MD Fahim

Research Assistant, CCDS

Publications (17)

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

Journal ArticleDOI URL

Aldrin Kabya Biswas, Md Fahim, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026) 11(16), pp. 10313-10323, 2026

Conference PaperDOI URL

Md Fahim, Md Farhan Ishmam, Mir Sazzat Hossain, M Ashraful Amin, Amin Ahsan Ali, AKM Rahman

R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 6496-6506, 2026

In: 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Conference PaperDOI URL

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

Conference PaperDOI

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

Conference PaperDOI

Fahim Ahmed, Md Fahim, AKM Mahabubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Improving the Performance of Transformer-based Models Over Classical Baselines in Multiple Transliterated Languages

European Conference on Artificial Intelligence, 2024

Conference PaperDOI URL

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

Journal ArticleDOI URL

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

Aldrin Kabya Biswas, Md Fahim, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026) 11(16), pp. 10313-10323, 2026

Conference PaperDOI URL

partial rankings
language model fine-tuning
efficient fine-tuning
Semantic similarity

Md Fahim, Md Farhan Ishmam, Mir Sazzat Hossain, M Ashraful Amin, Amin Ahsan Ali, AKM Rahman

R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 6496-6506, 2026

In: 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Conference PaperDOI URL

vision-language models
domain generalization
cross-dataset generalization
self-attention
few-shot learning
CLIP
parameter efficiency
cross-modal consistency

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