BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types. - Syed Mohammed Sartaj Ekram; Adham Arik Rahman; Md. Sajid Altaf; Mohammed Saidul Islam; Mehrab Mustafy Rahman; Md Mezbaur Rahman; Md Azam Hossain; Abu Raihan Mostofa Kamal (EMNLP (Findings), 2022)

Explainable Artificial Intelligence Model for Stroke Prediction Using EEG Signal. - Mohammed Saidul Islam; Iqram Hussain; Md Mezbaur Rahman; Se Jin Park; Md Azam Hossain (Sensors, 2022)

Multihop Factual Claim Verification Using Natural Language Prompts. - Md Mezbaur Rahman; Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Md Azam Hossain; Abu Raihan Mostofa Kamal (Canadian AI, 2023)

BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP. - Mohsinul Kabir; Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Mir Tafseer Nayeem; M. Saiful Bari; Enamul Hoque (CoRR, 2023)

BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP. - Mohsinul Kabir; Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Mir Tafseer Nayeem; M. Saiful Bari; Enamul Hoque (LREC/COLING, 2024)

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts. - Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Md. Rizwan Parvez; Enamul Hoque; Shafiq Joty (EMNLP, 2024)

Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning. - Mohammed Saidul Islam; Raian Rahman; Ahmed Masry; Md. Tahmid Rahman Laskar; Mir Tafseer Nayeem; Enamul Hoque (EMNLP (Findings), 2024)

Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs. - Mohammed Saidul Islam; Raian Rahman; Ahmed Masry; Md. Tahmid Rahman Laskar; Mir Tafseer Nayeem; Enamul Hoque (CoRR, 2024)

ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering. - Ahmed Masry; Mohammed Saidul Islam; Mahir Ahmed; Aayush Bajaj; Firoz Kabir; Aaryaman Kartha; Md. Tahmid Rahman Laskar; Mizanur Rahman; Shadikur Rahman; Mehrad Shahmohammadi; Megh Thakkar; Md. Rizwan Parvez; et al. (ACL (Findings), 2025)

Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions. - Enamul Hoque; Mohammed Saidul Islam (Comput. Graph. Forum, 2025)

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? - Md. Tahmid Rahman Laskar; Mohammed Saidul Islam; Ridwan Mahbub; Ahmed Masry; Mizanur Rahman; Amran Bhuiyan; Mir Tafseer Nayeem; Shafiq Joty; Enamul Hoque; Jimmy Huang 001 (CoRR, 2025)