BAT: Target-Instance-Free Data Preparation Synthesis via LLM-Driven Tree Search

Authors

• 1. Congcong Ge (Zhejiang University)
• 2. Yachuan Liu (Zhejiang University)
• 3. Yixuan Tang (National University of Singapore)
• 4. Yifan Zhu (Zhejiang University)
• 5. Yaofeng Tu (ZTE Corporation)
• 6. Yunjun Gao (Zhejiang University)

@inproceedings{ge_sigmod26,
        title = {{BAT: Target-Instance-Free Data Preparation Synthesis via LLM-Driven Tree Search}},
        author = {Ge, Congcong and Liu, Yachuan and Tang, Yixuan and Zhu, Yifan and Tu, Yaofeng and Gao, Yunjun},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802020},
        url = {https://dl.acm.org/doi/10.1145/3802020},
        year = {2026}
}

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