Publications

Donna Hooshmand, Shubham Shahi, Cameron Barrie, Abhratanu Dutta, Marko Sterbentz, Harper Pack, Kristian J. Hammond (2026). Tytan: Interactive Neurosymbolic Construction of Analytic Semantic Schemas from Relational Data. Preprint.

Marko Sterbentz, Kevin Cushing, Cameron Barrie, Kristian J. Hammond (2026). RingSQL: Schema-Independent Synthetic Data Generation for Text-to-SQL Reinforcement Learning. Preprint.

Marko Sterbentz, Michael Robert Glass, Nhan Huu Pham, Dharmashankar Subramanian, Kristian J. Hammond (2026). Mixed-Policy GRPO for Text-to-SQL with Off-Policy Data Generation. Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era (SURGeLLM @ ACL 2026).

Marko Sterbentz, Cameron Barrie, Shubham Shahi, Abhratanu Dutta, Donna Hooshmand, Harper Pack, Kristian J. Hammond (2024). Satyrn: A Platform for Analytics Augmented Generation. Empirical Methods in Natural Language Processing 2024 (EMNLP 2024 Main).

David Demeter, Oshin Agarwal, Simon Ben Igeri, Marko Sterbentz, Neil Molino, John Conroy, Ani Nenkova (2023). Multi-domain Summarization from Leaderboards to Practice: Re-examining Automatic and Human Evaluation. Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM @ EMNLP 2023).

Marko Sterbentz, Cameron Barrie, Donna Hooshmand, Shubham Shahi, Abhratanu Dutta, Harper Pack, Andong Li Zhao, Andrew Paley, Alexander Einarsson, Kristian Hammond (2023). Lightweight Knowledge Representations for Automating Data Analysis. arXiv preprint arXiv:2311.12848.

Andong Luis Li Zhao, Andrew Paley, Rachel Adler, Harper Pack, Sergio Servantez, Alexander Einarsson, Cameron Barrie, Marko Sterbentz, Kristian Hammond (2021). Requirements for Open Political Information: Transparency Beyond Open Data. arXiv preprint arXiv:2112.03119.

Andrew Paley, Andong L Li Zhao, Harper Pack, Sergio Servantez, Rachel F Adler, Marko Sterbentz, Adam Pah, David Schwartz, Cameron Barrie, Alexander Einarsson, Kristian J. Hammond (2021). From Data to Information: Automating Data Science to Explore the US Court System. Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law (ICAIL 2021).

James H Money, Marko Sterbentz, Nathan Morrical, Thomas Szewczyk, Landon Woolley (2018). GPGPU Enabled Ray Directed Adaptive Volume Visualization for High Density Scans. Proceedings of the Practice and Experience on Advanced Research Computing (PEARC).