29 citations · 73 across the 27 of their papers we have counts for
15 papers · 1 filter
Who Receives Respect? A Counterfactual Benchmark for Honorific Allocation Bias in Bengali
Ajwad Abrar, Md Kamrul Hasan, Hasan Mahmud
Bengali has no grammatical gender, but honorificity is obligatory: every third-person reference must choose ordinary or respectful register. English has no such signal, so the syst…
Coordinates of Capability: A Unified MTMM-Geometric Framework for LLM Evaluation
Adib Sakhawat, Tahsin Islam, Takia Farhin +3
The evaluation of Large Language Models (LLMs) faces a critical challenge in construct validity, where fragmented benchmarks and ad hoc metrics frequently conflate method variance,…
Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification
Masnun Nuha Chowdhury, Nusrat Jahan Beg, Umme Hunny Khan +3
Large language models (LLMs) remain unreliable for high-stakes claim verification due to hallucinations and shallow reasoning. While retrieval-augmented generation (RAG) and multi-…
BanglaLorica: Design and Evaluation of a Robust Watermarking Algorithm for Large Language Models in Bangla Text Generation
Amit Bin Tariqul, A N M Zahid Hossain Milkan, Sahab-Al-Chowdhury +3
As large language models (LLMs) are increasingly deployed for text generation, watermarking has become essential for authorship attribution, intellectual property protection, and m…
Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects
Husne Ara Rubaiyeat, Hasan Mahmud, Md Kamrul Hasan
Bangla Sign Language Translation (BdSLT) has been severely constrained so far as the language itself is very low resource. Standard sentence level dataset creation for BdSLT is of…
BanglaNirTox: A Large-scale Parallel Corpus for Explainable AI in Bengali Text Detoxification
Ayesha Afroza Mohsin, Mashrur Ahsan, Nafisa Maliyat +4
Toxic language in Bengali remains prevalent, especially in online environments, with few effective precautions against it. Although text detoxification has seen progress in high-re…
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…
BDA: Bangla Text Data Augmentation Framework
Md. Tariquzzaman, Audwit Nafi Anam, Naimul Haque +3
Data augmentation involves generating synthetic samples that resemble those in a given dataset. In resource-limited fields where high-quality data is scarce, augmentation plays a c…
Towards Automated Recipe Genre Classification using Semi-Supervised Learning
Nazmus Sakib, G. M. Shahariar, Md. Mohsinul Kabir +2
Sharing cooking recipes is a great way to exchange culinary ideas and provide instructions for food preparation. However, categorizing raw recipes found online into appropriate foo…
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements
Syed Rifat Raiyan, Md. Nafis Faiyaz, Shah Md. Jawad Kabir +3
The art of mathematical reasoning stands as a fundamental pillar of intellectual progress and is a central catalyst in cultivating human ingenuity. Researchers have recently publis…
"When Words Fail, Emojis Prevail": Generating Sarcastic Utterances with Emoji Using Valence Reversal and Semantic Incongruity
Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir +3
Sarcasm is a form of figurative language that serves as a humorous tool for mockery and ridicule. We present a novel architecture for sarcasm generation with emoji from a non-sarca…
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews
Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan +2
The analysis of consumer sentiment, as expressed through reviews, can provide a wealth of insight regarding the quality of a product. While the study of sentiment analysis has been…
Assorted, Archetypal and Annotated Two Million (3A2M) Cooking Recipes Dataset based on Active Learning
Nazmus Sakib, G. M. Shahariar, Md. Mohsinul Kabir +2
Cooking recipes allow individuals to exchange culinary ideas and provide food preparation instructions. Due to a lack of adequate labeled data, categorizing raw recipes found onlin…
Computational Sarcasm Analysis on Social Media: A Systematic Review
Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir +3
Sarcasm can be defined as saying or writing the opposite of what one truly wants to express, usually to insult, irritate, or amuse someone. Because of the obscure nature of sarcasm…
A Case Study on the Independence of Speech Emotion Recognition in Bangla and English Languages using Language-Independent Prosodic Features
Fardin Saad, Hasan Mahmud, Mohammad Ridwan Kabir +3
A language agnostic approach to recognizing emotions from speech remains an incomplete and challenging task. In this paper, we performed a step-by-step comparative analysis of Spee…