Sajjadur Rahman

41 papers A* 3A 2Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era. ACL (1) Yanlin Feng, Simone Papicchio, Sajjadur Rahman
2025	J	`jnl`	Effectiveness of Prompt Optimization in NL2SQL Systems. CoRR Sairam Gurajada, Eser Kandogan, Sajjadur Rahman
2025	J	`jnl`	Evaluation and incident prevention in an enterprise AI assistant. AI Mag. Akash V. Maharaj, David Arbour, Daniel Lee, Uttaran Bhattacharya, Anup Rao, Austin Zane, Avi Feller, Kun Qian, Sajjadur Rahman, Yunyao Li
2025	—	`conf`	FactLens: Benchmarking Fine-Grained Fact Verification. ACL (Findings) Kushan Mitra, Dan Zhang, Sajjadur Rahman, Estevam Hruschka
2025	—	`conf`	From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge. IJCNLP-AACL (Short Papers) Nafis Chowdhury, Moinul Haque, Anika Ahmed, Nazia Tasnim, Md. Istiak Hossain Shihab, Sajjadur Rahman, Farig Sadeque
2025	J	`jnl`	From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge. CoRR Nafis Chowdhury, Moinul Haque, Anika Ahmed, Nazia Tasnim, Md. Istiak Hossain Shihab, Sajjadur Rahman, Farig Sadeque
2025	J	`jnl`	LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes. CoRR Yihao Hu, Jin Wang, Sajjadur Rahman
2025	J	`jnl`	LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes. Proc. VLDB Endow. Yihao Hu, Jin Wang, Sajjadur Rahman
2025	J	`jnl`	MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models. CoRR Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan
2025	J	`jnl`	Towards Operationalizing Heterogeneous Data Discovery. CoRR Jin Wang, Yanlin Feng, Chen Shen, Sajjadur Rahman, Eser Kandogan
2025	J	`jnl`	Towards Probabilistic Question Answering Over Tabular Data. CoRR Chen Shen, Sajjadur Rahman, Estevam Hruschka
2024	J	`jnl`	A Blueprint Architecture of Compound AI Systems for Enterprise. CoRR Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka
2024	—	`conf`	CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems. GUIDE-AI@SIGMOD Yanlin Feng, Sajjadur Rahman, Aaron Feng, Vincent Chen, Eser Kandogan
2024	J	`jnl`	CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems. CoRR Yanlin Feng, Sajjadur Rahman, Aaron Feng, Vincent Chen, Eser Kandogan
2024	—	`conf`	Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks. ACL (Findings) Aditi Mishra, Sajjadur Rahman, Kushan Mitra, Hannah Kim, Estevam Hruschka
2024	J	`jnl`	CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era. CoRR Yanlin Feng, Simone Papicchio, Sajjadur Rahman
2024	A	`conf`	Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models. CIKM Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan
2024	J	`jnl`	FactLens: Benchmarking Fine-Grained Fact Verification. CoRR Kushan Mitra, Dan Zhang, Sajjadur Rahman, Estevam Hruschka
2024	A*	`conf`	Human-LLM Collaborative Annotation Through Effective Verification of LLM Labels. CHI Xinru Wang, Hannah Kim, Sajjadur Rahman, Kushan Mitra, Zhengjie Miao
2024	J	`jnl`	Knowledge Acquisition and Integration with Expert-in-the-loop. CoRR Sajjadur Rahman, Frederick Choi, Hannah Kim, Dan Zhang, Estevam Hruschka
2024	—	`conf`	MEGAnno+: A Human-LLM Collaborative Annotation System. EACL (Demonstrations) Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang
2024	J	`jnl`	MEGAnno+: A Human-LLM Collaborative Annotation System. CoRR Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang
2024	J	`jnl`	Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions. CoRR Pouya Pezeshkpour, Eser Kandogan, Nikita Bhutani, Sajjadur Rahman, Tom M. Mitchell, Estevam Hruschka
2024	J	`jnl`	Retrieval Augmented Generation in the Wild: A System 2 Perspective. IEEE Data Eng. Bull. Sajjadur Rahman, Dan Zhang, Nikita Bhutani, Estevam Hruschka, Eser Kandogan
2023	J	`jnl`	Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks. CoRR Aditi Mishra, Sajjadur Rahman, Hannah Kim, Kushan Mitra, Estevam Hruschka
2023	J	`jnl`	Towards Multifaceted Human-Centered AI. CoRR Sajjadur Rahman, Hannah Kim, Dan Zhang, Estevam Hruschka, Eser Kandogan
2023	—	`conf`	Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks. CHI Extended Abstracts Frederick Choi, Sajjadur Rahman, Hannah Kim, Dan Zhang
2023	J	`jnl`	Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks. CoRR Frederick Choi, Sajjadur Rahman, Hannah Kim, Dan Zhang
2023	—	`conf`	Weedle: Composable Dashboard for Data-Centric NLP in Computational Notebooks. WWW (Companion Volume) Nahyun Kwon, Hannah Kim, Sajjadur Rahman, Dan Zhang, Estevam Hruschka
2022	A*	`conf`	Characterizing Practices, Limitations, and Opportunities Related to Text Information Extraction Workflows: A Human-in-the-loop Perspective. CHI Sajjadur Rahman, Eser Kandogan
2022	—	`conf`	Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text. NAACL-HLT (Findings) Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka
2022	—	`conf`	Low-resource Interactive Active Labeling for Fine-tuning Language Models. EMNLP (Findings) Seiji Maekawa, Dan Zhang, Hannah Kim, Sajjadur Rahman, Estevam Hruschka
2021	A	`conf`	Leam: An Interactive System for In-situ Visual Text Analysis. CIDR Sajjadur Rahman, Peter Griggs, Çagatay Demiralp
2021	J	`jnl`	NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews. Proc. VLDB Endow. Sajjadur Rahman, Mangesh Bendre, Yuyang Liu, Shichu Zhu, Zhaoyuan Su, Karrie Karahalios, Aditya G. Parameswaran
2020	—	`conf`	Benchmarking Spreadsheet Systems. SIGMOD Conference Sajjadur Rahman, Kelly Mack, Mangesh Bendre, Ruilin Zhang, Karrie Karahalios, Aditya G. Parameswaran
2020	—	`—`	Intuitive, interactive, and scalable multi-resolution interfaces for accelerating data exploration Sajjadur Rahman
2020	J	`jnl`	Leam: An Interactive System for In-situ Visual Text Analysis. CoRR Sajjadur Rahman, Peter Griggs, Çagatay Demiralp
2020	J	`jnl`	MixTAPE: Mixed-initiative Team Action Plan Creation Through Semi-structured Notes, Automatic Task Generation, and Task Classification. Proc. ACM Hum. Comput. Interact. Sajjadur Rahman, Pao Siangliulue, Adam Marcus
2019	A*	`conf`	Faster, Higher, Stronger: Redesigning Spreadsheets for Scale. ICDE Mangesh Bendre, Tana Wattanawaroon, Sajjadur Rahman, Kelly Mack, Yuyang Liu, Shichu Zhu, Yu Lu, Ping-Jing Yang, Xinyan Zhou, Kevin Chen-Chuan Chang, Karrie Karahalios, Aditya G. Parameswaran
2017	J	`jnl`	I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making. Proc. VLDB Endow. Sajjadur Rahman, Maryam Aliakbarpour, Hidy Kong, Eric Blais, Karrie Karahalios, Aditya G. Parameswaran, Ronitt Rubinfeld
2015	J	`jnl`	SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics. Proc. VLDB Endow. Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis