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Pith Integrity · Reference Change Desk · events-only

Reference changes

See every place this corpus cites a work that was later retracted, corrected, withdrawn, or placed under expression of concern: exact quote, event source, and what happened next. No model judges the citation.

A notice on this page means a citing paper's bibliography includes a work with a published scholarly-record event. It is not a judgment on the citing paper.

Scoped to citing paper 2605.28198 · clear

01Events with corpus notices

02One-hop citation notices (secondary index)

Correction Crossref Open
Hierarchical Synthetic Tabular Data Generation: A Hybrid Top-Down and Bottom-Up Framework

cites AI models collapse when trained on recursively generated data.Nature, 631:755–759, 2024 · ref [1] · event 2025-03-21 · 2605.28198 · event page · DOI 10.1038/s41586-024-07566-y

Raw extraction · bibliography line

doi: 10.1038/s41586-024-07566-y. URL https: //doi.org/10.1038/s41586-024-07566-y. Solatorio, A. V . and Dupriez, O. Realtabformer: Generating realistic relational and tabular data using transformers. arXiv preprint arXiv:2302.02041, 2023. Turanyksel, S. Adult income dataset. https://www. kaggle.com/datasets/serpilturanyksel/ adult-income, 2021. Umesh, C., Seegel-Schultz, K., Mahendra, M., Bej, S., and Wolkenhauer, O. Dependency-aware synthetic tabular data generation.Pattern …