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04/19/2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes
A long standing goal of the data management community is to develop gene...
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09/18/2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
Commercial ML APIs offered by providers such as Google, Amazon and Micro...
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07/20/2022
DataPerf: Benchmarks for Data-Centric AI Development
Machine learning (ML) research has generally focused on models, while th...
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03/24/2022
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
Machine learning models that achieve high overall accuracy often make sy...
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08/03/2021