Demo PI2: Generate Visualization Interfaces from Natural Language Queries or SQL Analyses
PI2 helps automatically generate visualization interfaces from SQL or natural language queries
Project page: https://www.cs.columbia.edu/~chen1ru/...
Code: https://github.com/learnedinterfaces/PI2
You can find related papers below:
1. Yiru Chen, and Eugene Wu. "PI2: End-to-end interactive visualization interface generation from queries." Proceedings of the 2022 International Conference on Management of Data. 2022.
2. Jeffrey Tao, Yiru Chen, and Eugene Wu. "Demonstration of pi2: Interactive visualization interface generation for sql analysis in notebook." Proceedings of the 2022 International Conference on Management of Data. 2022.
3. Yiru Chen, Ryan Li, Austin Mac, Tianbao Xie, Tao Yu and Eugene Wu. “NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries.” IEEE Visualization Conference NLVIZ Workshop, 2022
4. Yiru Chen, and Eugene Wu. “Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces.” Proceedings of the AAAI-20 Workshop on Intelligent Process Automation. 2020