Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System

Authors

• 1. Muhammad Imam Luthfi Balaka (University of Indonesia)
• 2. David Alexander (University of Indonesia)
• 3. Qiming Wang (University of Chicago)
• 4. Yue Gong (University of Chicago)
• 5. Adila Krisnadhi (University of Indonesia)
• 6. Raul Castro Fernandez (University of Chicago)

@inproceedings{balaka_sigmod25,
        title = {{Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System}},
        author = {Balaka, Muhammad Imam Luthfi and Alexander, David and Wang, Qiming and Gong, Yue and Krisnadhi, Adila and Fernandez, Raul Castro},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725337},
        url = {https://dl.acm.org/doi/10.1145/3725337},
        year = {2025}
}

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