Mohammed Saidul Islam

26 papers A* 2Journal 15Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization. EACL (Volume 1: Long Papers) Mizanur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2026	J	`jnl`	Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization. CoRR Mizanur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Shafiq Joty, Enamul Hoque
2026	J	`jnl`	BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization. CoRR Ahmed Rafid, Rumman Adib, Fariya Ahmed, Ajwad Abrar, Mohammed Saidul Islam
2026	—	`conf`	DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards. EACL (Findings) Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam, Thinh Lang, Shadikur Rahman, Ridwan Mahbub, Mizanur Rahman, Mahir Ahmed, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2025	—	`conf`	ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering. ACL (Findings) 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, Enamul Hoque, Shafiq Joty
2025	J	`jnl`	ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering. CoRR 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, Enamul Hoque, Shafiq Joty
2025	J	`jnl`	DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards. CoRR Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam, Thinh Lang, Shadikur Rahman, Ridwan Mahbub, Mizanur Rahman, Mahir Ahmed, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2025	—	`conf`	Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices. EMNLP (Industry Track) Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025	J	`jnl`	Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices. CoRR Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025	A*	`conf`	From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text. EMNLP Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque
2025	J	`jnl`	From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text. CoRR Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque
2025	—	`conf`	Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL (6) Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025	J	`jnl`	Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? CoRR Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang
2025	J	`jnl`	LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions. CoRR Mizanur Rahman, Amran Bhuiyan, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Ridwan Mahbub, Ahmed Masry, Shafiq Joty, Enamul Hoque
2025	J	`jnl`	Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions. Comput. Graph. Forum Enamul Hoque, Mohammed Saidul Islam
2025	J	`jnl`	The Perils of Chart Deception: How Misleading Visualizations Affect Vision-Language Models. CoRR Ridwan Mahbub, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mizanur Rahman, Mir Tafseer Nayeem, Enamul Hoque
2024	—	`conf`	Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning. EMNLP (Findings) Mohammed Saidul Islam, Raian Rahman, Ahmed Masry, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, Enamul Hoque
2024	J	`jnl`	Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs. CoRR Mohammed Saidul Islam, Raian Rahman, Ahmed Masry, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, Enamul Hoque
2024	—	`conf`	BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP. LREC/COLING Mohsinul Kabir, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, M. Saiful Bari, Enamul Hoque
2024	A*	`conf`	DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts. EMNLP Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024	J	`jnl`	DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts. CoRR Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty
2024	J	`jnl`	Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions. CoRR Enamul Hoque, Mohammed Saidul Islam
2023	J	`jnl`	BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP. CoRR Mohsinul Kabir, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, M. Saiful Bari, Enamul Hoque
2023	—	`conf`	Multihop Factual Claim Verification Using Natural Language Prompts. Canadian AI Md Mezbaur Rahman, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md Azam Hossain, Abu Raihan Mostofa Kamal
2022	—	`conf`	BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types. EMNLP (Findings) 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
2022	J	`jnl`	Explainable Artificial Intelligence Model for Stroke Prediction Using EEG Signal. Sensors Mohammed Saidul Islam, Iqram Hussain, Md Mezbaur Rahman, Se Jin Park, Md Azam Hossain