2 citations · 3 across the 4 of their papers we have counts for
3 papers · 1 filter
Observatory: Characterizing Embeddings of Relational Tables
Tianji Cong, Madelon Hulsebos, Zhenjie Sun +2
Language models and specialized table embedding models have recently demonstrated strong performance on many tasks over tabular data. Researchers and practitioners are keen to leve…
Pylon: Semantic Table Union Search in Data Lakes
Tianji Cong, Fatemeh Nargesian, H. V. Jagadish
The large size and fast growth of data repositories, such as data lakes, has spurred the need for data discovery to help analysts find related data. The problem has become challeng…
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses
Tianji Cong, James Gale, Jason Frantz +2
Data discovery is a major challenge in enterprise data analysis: users often struggle to find data relevant to their analysis goals or even to navigate through data across data sou…