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Tag: data-quality (1 references)

Data-centric Artificial Intelligence: A Survey 2025 article

Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang, Zhimeng Jiang, Shaochen Zhong, Xia Hu

Comprehensive survey on data-centric AI, providing a holistic view of three general data-centric goals (training data development, inference data development, and data maintenance) and representative methods. Covers the paradigm shift from model refinement to prioritizing data quality.