ScaleDoc: Scaling LLM-based Predicates over Large Document Collections

Authors

• 1. Hengrui Zhang (Tsinghua University)
• 2. Yulong Hui (Tsinghua University)
• 3. Yihao Liu (Tsinghua University)
• 4. Huanchen Zhang (Shanghai Qi Zhi Institute; Tsinghua University)

@inproceedings{zhang_sigmod26,
        title = {{ScaleDoc: Scaling LLM-based Predicates over Large Document Collections}},
        author = {Zhang, Hengrui and Hui, Yulong and Liu, Yihao and Zhang, Huanchen},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802106},
        url = {https://dl.acm.org/doi/10.1145/3802106},
        year = {2026}
}

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