239 citations · 1k across the 25 of their papers we have counts for
4 papers · 1 filter
Making Table Understanding Work in Practice
Madelon Hulsebos, Sneha Gathani, James Gale +3
Understanding the semantics of tables at scale is crucial for tasks like data integration, preparation, and search. Table understanding methods aim at detecting a table's topic, se…
Packaging research artefacts with RO-Crate
Stian Soiland-Reyes, Peter Sefton, Mercè Crosas +13
An increasing number of researchers support reproducibility by including pointers to and descriptions of datasets, software and methods in their publications. However, scientific a…
Relational Graph Convolutional Networks: A Closer Look
Thiviyan Thanapalasingam, Lucas van Berkel, Peter Bloem +1
In this paper, we describe a reproduction of the Relational Graph Convolutional Network (RGCN). Using our reproduction, we explain the intuition behind the model. Our reproduction…
GitTables: A Large-Scale Corpus of Relational Tables
Madelon Hulsebos, Çağatay Demiralp, Paul Groth
The success of deep learning has sparked interest in improving relational table tasks, like data preparation and search, with table representation models trained on large table cor…