L-Context: Layer-wise Context Vectors for Better Text Classification Using Pre-trained Language Models
Md Fahim, Meheraj Hossain, Shadman Rohan, Md Ashraful Amin, Akm Mahbubur Rahman, and Amin Ahsan Ali
Paper

Training-Free Layer Selection for Partial Fine-Tuning of Language Models.
Aldrin Kabya*, Md Fahim*, AKM Mahabubur Rahman, M Ashraful Amin, and Amin Ahsan Ali
Paper

Co-SpaM: Concept Space Modeling for Improving Interpretability and Performance: An Experiment on Hate Text Detection
Md Fahim, Md Shihab Shahriar, Mohammad Ruhul Amin
Paper

DM-Codec: Distilling Multimodal Representations for Speech Tokenization.
Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, AKMMAHBUBUR RAHMAN, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali
Paper

ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
Deeparghya Dutta Barua*, Md Sakib Ul Rahman Sourove*, Md Farhan Ishmam*, Fabiha Haider, Fariha Tanjim Shifat, Md Fahim, Farhad Alam Bhuiyan
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Embodied Referring Expression Comprehension Through Multimodal Residual Learning
Md Mofijul Islam, Alexi Gladstone, Sujan Sarker, Ganesh Nanduru, Md Fahim, Keyan Du, Aman Chadha, Tariq Iqbal

BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla
EMNLP-Findings | 2024
Md Fahim*, Fariha Tanjim Shifat*, Fabiha Haider*, Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Farhan Ishmam, Farhad Alam Bhuiyan
Paper Code

BanTH: Hate Speech Detection in Transliterated Bangla Texts
NAACL-Findings | 2025
Fabiha Haider*, Fariha Tanjim Shifat*, Md Farhan Ishmam*, Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Fahim, Farhad Alam Bhuiyan
Paper Preprint

Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation [Best Paper Award]
Bangla Language Processing(BLP) Workshop at EMNLP | 2023
Md Fahim
Paper

Improving the Performance of Transformer-based Models Over Classical Baselines in Multiple Transliterated Languages
EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI) | 2024
Fahim Ahmed*, Md Fahim*, Amin Ahsan Ali, Ashraful Amin, AKM Mahabubur Rahman
Paper

TinyLLM Efficacy in Low-Resource Language: An Experiment on Bangla Text Classification Task
International Conference on Pattern Recognition (ICPR) | 2024
Farhan Noor Dehan*, Md Fahim*, Amin Ahsan Ali, Ashraful Amin, AKM Mahabubur Rahman
Paper

How Good are LM and LLMs in Bangla Newspaper Article Summarization?
International Conference on Pattern Recognition (ICPR) | 2024
Faria Sultana*, Md Tahmid Hasan Fuad*, Md Fahim, Rahat Rizvi Rahman, Meheraj Hossain, Amin Ahsan Ali, Ashraful Amin, AKM Mahabubur Rahman
Paper

Contextual Bangla Neural Stemmer: Finding Contextualized RootWord Representations for BanglaWords
Bangla Language Processing(BLP) Workshop at EMNLP | 2023
Md Fahim, Amin Ahsan Ali, Md Ashraful Amin, AKM Mahabubur Rahman
Paper

Aambela at BLP-2023 Task 1: Focus on [UNK] tokens: Analyzing Violence Inciting Bengali Text with Adding Dataset Specific New Word Tokens
Bangla Language Processing(BLP) Workshop at EMNLP | 2023
Md Fahim
Paper

Investigating the Effectiveness of Graph-based Algorithm for Bangla Text Classification
Bangla Language Processing(BLP) Workshop at EMNLP | 2023
Dehan Noor, Md Fahim, Amin Ahsan Ali, Md Ashraful Amin, AKM Mahabubur Rahman
Paper

BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction
Bangla Language Processing(BLP) Workshop at EMNLP | 2023
Nabilah Tabassum Oshin*, Syed Mohaiminul Hoque*, Md Fahim, Amin Ahsan Ali, Md Ashraful Amin, AKM Mahabubur Rahman
Paper

DM-Codec: Distilling Multimodal Representations for Speech Tokenization.
Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, AKMMAHBUBUR RAHMAN, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali
Paper

ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
Deeparghya Dutta Barua*, Md Sakib Ul Rahman Sourove*, Md Farhan Ishmam*, Fabiha Haider, Fariha Tanjim Shifat, Md Fahim, Farhad Alam Bhuiyan
Paper Code

Embodied Referring Expression Comprehension Through Multimodal Residual Learning
Md Mofijul Islam, Alexi Gladstone, Sujan Sarker, Ganesh Nanduru, Md Fahim, Keyan Du, Aman Chadha, Tariq Iqbal

BanTH: Hate Speech Detection in Transliterated Bangla Texts
Fabiha Haider*, Fariha Tanjim Shifat*, Md Farhan Ishmam*, Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Md Fahim, Farhad Alam Bhuiyan
Paper

Penta NLP at EXIST 2024 Task 1–3: Sexism Identification, Source Intention, Sexism Categorization In Tweets
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Fariha Tanjim Shifat, Fabiha Haider, Md Sakib Ul Rahman Sourove, Deeparghya Dutta Barua, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
Paper Code

Penta ML at EXIST 2024: Tagging Sexism in Online Multimodal Content With Attention-enhanced Modal Context
EXIST at Conference and Labs of the Evaluation Forum (CLEF) | 2024
Deeparghya Dutta Barua, Md Sakib Ul Rahman Sourove, Fabiha Haider, Fariha Tanjim Shifat, Md Farhan Ishmam, Md Fahim, Farhad Alam Bhuiyan
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HateXplain Space Model: Fusing Robustness with Explainability in Hate Speech Analysis
Efficient Natural Language and Speech Processing Workshop at NeurIPS | 2023
Md Fahim, Md Shihab Shahriar, Mohammad Ruhul Amin
Paper

HateXplain2.0: An Explainable Hate Speech Detection Framework Utilizing Subjective Projection from Contextual Knowledge Space to Disjoint Concept Space
AI & HCI Workshop at ICML | 2023
Md Fahim, Md Shihab Shahriar, Mohammad Sabik Irbaz, Syed Ishtiaque Ahmed, Mohammad Ruhul Amin
Paper

EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification [Oral]
Pacific Asia Conference on Language, Information and Computation (PACLIC) | 2023
Md Fahim, Amin Ahsan Ali, Md Ashraful Amin, AKM Mahabubur Rahman
Paper