5 citations · 12 across the 29 of their papers we have counts for
14 papers · 1 filter
A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
K. M. Jubair Sami, Dipto Sumit, Ariyan Hossain +1
Translating from a standard language to its regional dialects is a significant NLP challenge due to scarce data and linguistic variation, a problem prominent in the Bengali languag…
Advancing Bangla Machine Translation Through Informal Datasets
Ayon Roy, Risat Rahaman, Sadat Shibly +3
Bangla is the sixth most widely spoken language globally, with approximately 234 million native speakers. However, progress in open-source Bangla machine translation remains limite…
Is Lying Only Sinful in Islam? Exploring Religious Bias in Multilingual Large Language Models Across Major Religions
Kazi Abrab Hossain, Jannatul Somiya Mahmud, Maria Hossain Tuli +3
While recent developments in large language models have improved bias detection and classification, sensitive subjects like religion still present challenges because even minor err…
Bridging Human and Model Perspectives: A Comparative Analysis of Political Bias Detection in News Media Using Large Language Models
Shreya Adrita Banik, Niaz Nafi Rahman, Tahsina Moiukh +1
Detecting political bias in news media is a complex task that requires interpreting subtle linguistic and contextual cues. Although recent advances in Natural Language Processing (…
BNLI: A Linguistically-Refined Bengali Dataset for Natural Language Inference
Farah Binta Haque, Md Yasin, Shishir Saha +2
Despite the growing progress in Natural Language Inference (NLI) research, resources for the Bengali language remain extremely limited. Existing Bengali NLI datasets exhibit severa…
Transforming Mentorship: An AI Powered Chatbot Approach to University Guidance
Mashrur Rahman, Mantaqa abedin, Monowar Zamil Abir +4
University students face immense challenges during their undergraduate lives, often being deprived of personalized on-demand guidance that mentors fail to provide at scale. Digital…
destroR: A Benchmark and Adversarial-Training Defense for Bangla Transfer Models under Meaning-Preserving Attacks
Saadat Rafid Ahmed, Rubayet Shareen, Radoan Sharkar +3
Transformer-based transfer models now dominate Bangla sentiment classification, yet their adversarial robustness remains largely unexamined, and no prior study pairs a Bangla attac…
Exploring and Mitigating Gender Bias in Encoder-Based Transformer Models
Ariyan Hossain, Khondokar Mohammad Ahanaf Hannan, Rakinul Haque +4
Gender bias in language models has gained increasing attention in the field of natural language processing. Encoder-based transformer models, which have achieved state-of-the-art p…
Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages?
Tawsif Tashwar Dipto, Azmol Hossain, Rubayet Sabbir Faruque +12
Conventional research on speech recognition modeling relies on the canonical form for most low-resource languages while automatic speech recognition (ASR) for regional dialects is…
RegSpeech12: A Regional Corpus of Bengali Spontaneous Speech Across Dialects
Md. Rezuwan Hassan, Azmol Hossain, Kanij Fatema +13
The Bengali language, spoken extensively across South Asia and among diasporic communities, exhibits considerable dialectal diversity shaped by geography, culture, and history. Pho…
From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge
Nafis Chowdhury, Moinul Haque, Anika Ahmed +4
Recent progress in NLP research has demonstrated remarkable capabilities of large language models (LLMs) across a wide range of tasks. While recent multilingual benchmarks have adv…
A Survey on Agentic Security: Applications, Threats and Defenses
Asif Shahriar, Md Nafiu Rahman, Sadif Ahmed +2
LLM-based agents are now used throughout cybersecurity. While these agents facilitate powerful and autonomous security applications, their autonomy opens up new attack surfaces, an…
Eyes on the Image: Gaze Supervised Multimodal Learning for Chest X-ray Diagnosis and Report Generation
Tanjim Islam Riju, Shuchismita Anwar, Saman Sarker Joy +2
Medical vision-language models still struggle to match radiologists' attention and to verbalize findings with explicit spatial grounding. We address this gap with a two-stage multi…
How Effectively Can BERT Models Interpret Context and Detect Bengali Communal Violent Text?
Abdullah Khondoker, Enam Ahmed Taufik, Md. Iftekhar Islam Tashik +2
The spread of cyber hatred has led to communal violence, fueling aggression and conflicts between various religious, ethnic, and social groups, posing a significant threat to socia…