DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing

Authors

• 1. Shreya Shankar (University of California Berkeley)
• 2. Tristan Chambers (Berkeley Institute for Data Science)
• 3. Tarak Shah (Berkeley Institute for Data Science)
• 4. Aditya G. Parameswaran (University of California Berkeley)
• 5. Eugene Wu (Columbia University)

@article{shankar_vldb25,
        title = {{DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing}},
        author = {Shankar, Shreya and Chambers, Tristan and Shah, Tarak and Parameswaran, Aditya G. and Wu, Eugene},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {9},
        pages = {3035--3048},
        doi = {10.14778/3746405.3746426},
        url = {https://doi.org/10.14778/3746405.3746426},
        year = {2025}
}

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