42 citations · 77 across the 19 of their papers we have counts for
3 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…
Augmenting Decision Making via Interactive What-If Analysis
Sneha Gathani, Madelon Hulsebos, James Gale +2
The fundamental goal of business data analysis is to improve business decisions using data. Business users often make decisions to achieve key performance indicators (KPIs) such as…
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…