1 citations · 1 across the 2 of their papers we have counts for
3 papers
Measuring LLM Sensitivity in Transformer-based Tabular Data Synthesis
Maria F. Davila R, Azizjon Turaev, Wolfram Wingerath
Synthetic tabular data is used for privacy-preserving data sharing and data-driven model development. Its effectiveness, however, depends heavily on the used Tabular Data Synthesis…
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities
Maria F. Davila R., Sven Groen, Fabian Panse +1
In an era of rapidly advancing data-driven applications, there is a growing demand for data in both research and practice. Synthetic data have emerged as an alternative when no rea…
Towards Scalable Generation of Realistic Test Data for Duplicate Detection
Fabian Panse, Wolfram Wingerath, Benjamin Wollmer
Due to the increasing volume, volatility, and diversity of data in virtually all areas of our lives, the ability to detect duplicates in potentially linked data sources is more imp…