Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables

Authors

• 1. Qixu Chen (Hong Kong University of Science and Technology)
• 2. Yeye He (Microsoft)
• 3. Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)
• 4. Weiwei Cui (Microsoft)
• 5. Song Ge (Microsoft)
• 6. Haidong Zhang (Microsoft)
• 7. Dongmei Zhang (Microsoft)
• 8. Surajit Chaudhuri (Microsoft)

@inproceedings{chen_sigmod25,
        title = {{Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables}},
        author = {Chen, Qixu and He, Yeye and Wong, Raymond Chi-Wing and Cui, Weiwei and Ge, Song and Zhang, Haidong and Zhang, Dongmei and Chaudhuri, Surajit},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3725396},
        url = {https://dl.acm.org/doi/10.1145/3725396},
        year = {2025}
}

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