ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- Weiqin Chen
- Nhan Pham
- et al.
- 2025
- NeurIPS 2025
Workshop paper
Publications
20 results for Shankar Subramaniam
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
- Jinheon Baek
- Horst Samulowitz
- et al.
- 2025
- ACL 2025
PaperRationalization Models for Text-to-SQL
- 2025
- ICLR 2025
Workshop paperAdaptive Primal-Dual Method for Safe Reinforcement Learning
- Weiqin Chen
- James Onyejizu
- et al.
- 2024
- AAMAS 2024
Conference paperPairwise Causality Guided Transformers for Event Sequences
- Xiao Shou
- Debarun Bhattacharjya
- et al.
- 2023
- NeurIPS 2023
Conference paperUnleashing the Potential of Data Lakes with Semantic Enrichment using Foundation Models
- Nandana Mihindukulasooriya
- Sarthak Dash
- et al.
- 2023
- ISWC 2023
Short paperMatching Table Metadata with Business Glossaries Using Large Language Models
- Elita Lobo
- Oktie Hassanzadeh
- et al.
- 2023
- ISWC 2023
Workshop paperSequential Decision Making (SDM) With Long Term Reward Estimates.
- Pavankumar Murali
- Shankar Subramaniam
- et al.
- 2023
- INFORMS 2023
TalkProbabilistic Attention-to-Influence Neural Models for Event Sequences
- Xiao Shou
- Debarun Bhattacharjya
- et al.
- 2023
- ICML 2023
Conference paperScore-Based Learning of Graphical Event Models with Background Knowledge Augmentation
- Debarun Bhattacharjya
- Tian Gao
- et al.
- 2023
- AAAI 2023
Poster