Selective Prompt Anchoring for Code Generation

Yuan Tian, Tianyi Zhang

Proceedings of International Conference on Machine Learning

Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

Yuan Tian, Daniel Lee, Fei Wu, Tung Mai, Kun Qian, Siddhartha Sahai, Tianyi Zhang, Yunyao Li

Proceedings of ACM Conference on Intelligent User Interfaces

SQLucid: Grounding Natural Language Database Queries with Interactive Explanations

Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li, Tianyi Zhang

Proceedings of ACM User Interface Software and Technology Symposium

Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies

Zheng Ning*, Yuan Tian*, Zheng Zhang, Tianyi Zhang, Toby Jia-Jun Li

* equal contribution

ACM Transactions on Interactive Intelligent Systems

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

Proceedings of Conference on Empirical Methods in Natural Language Processing

An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries

Zheng Ning*, Zheng Zhang*, Tianyi Sun, Yuan Tian, Tianyi Zhang, and Toby Jia-Jun Li

Proceedings of ACM Conference on Intelligent User Interfaces