Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health
Sumon Kanti Dey, S Manvi, Zeel Mehta, Meet Shah, Unnati Agrawal, Suhani Jalota, Azra Ismail
Proceedings of the AACL Workshop on Evaluation and Comparison of NLP Systems (Eval4NLP) 2025. Oral Presentation
Inference Gap in Domain Expertise and Machine Intelligence in Named Entity Recognition: Creation of and Insights from a Substance Use-related Dataset
Sumon Kanti Dey, Jeanne M Powell, Azra Ismail, Jeanmarie Perrone, Abeed Sarker
Proceedings of the Pacific Symposium on Biocomputing (PSB) 2026. Oral Presentation
CareLab at #SMM4H-HeaRD 2025: Insomnia Detection and Food Safety Event Extraction with Domain-Aware Transformers
Zihan Liang*, Ziwen Pan*, Sumon Kanti Dey, Azra Ismail
In the Proceedings of the 10th Social Media Mining for Health and Health Real-World Data Workshop and Shared Tasks, co-located with AAAI ICWSM 2025
BanglaQuAD: A Bengali Open-domain Question Answering Dataset.
Md Rashad Al Hasan Rony, Sudipto Kumar Shaha, Rakib Al Hasan, Sumon Kanti Dey, Amzad Hossain Rafi, Amzad Hossain Rafi, Ashraf Hasan Sirajee, Jens Lehmann
LREC-COLING 2024
Multimodal Hate Speech Detection from Bengali Memes and Texts.
Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Md. Shajalal, Bharathi Raja Chakravarthi
In International Conference on Speech & Language Technology for Low-resource Languages (SPELLL,2022)
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language
Md. Rezaul Karim, Sumon Kanti Dey, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Bharathi Raja Chakravarthi, Md. Azam Hossain, Stefan Decker
In IEEE International Conference on Data Science and Advanced Analytics (DSAA’2021)