PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL

Authors

• 1. Hang Zhang (Tsinghua University)
• 2. Chaokun Wang (Tsinghua University)
• 3. Hongwei Li (Tsinghua University)
• 4. Cheng Wu (Tsinghua University)
• 5. Songyao Wang (Tsinghua University)
• 6. Yabin Liu (Tsinghua University)
• 7. Gengyuan Shi (Tsinghua University)
• 8. Ziyang Liu (Tsinghua University)

@inproceedings{zhang_sigmod26,
        title = {{PLForge: Enhancing Language Models for Natural Language to Procedural Extensions of SQL}},
        author = {Zhang, Hang and Wang, Chaokun and Li, Hongwei and Wu, Cheng and Wang, Songyao and Liu, Yabin and Shi, Gengyuan and Liu, Ziyang},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769813},
        url = {https://dl.acm.org/doi/10.1145/3769813},
        year = {2026}
}

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