most citedTable Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

14 citations · 17 across the 8 of their papers we have counts for

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cs.DB2023

Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui +5

Data pipelines are widely employed in modern enterprises to power a variety of Machine-Learning (ML) and Business-Intelligence (BI) applications. Crucially, these pipelines are \em…

cs.DB2022★ 1 cited

ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization

Lingbo Li, Tianle Li, Xinyi He +3

Intelligent analysis and visualization of tables use techniques to automatically recommend useful knowledge from data, thus freeing users from tedious multi-dimension data mining.…