Valentine: Evaluating Matching Techniques for Dataset Discovery Paper • 2010.07386 • Published Oct 14, 2020 • 2
Observatory: Characterizing Embeddings of Relational Tables Paper • 2310.07736 • Published Oct 5, 2023 • 2
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories Paper • 2403.07653 • Published Mar 12 • 1
DeepJoin: Joinable Table Discovery with Pre-trained Language Models Paper • 2212.07588 • Published Dec 15, 2022 • 1
Towards Foundation Models for Learning on Tabular Data Paper • 2310.07338 • Published Oct 11, 2023 • 2
Relational Deep Learning: Graph Representation Learning on Relational Databases Paper • 2312.04615 • Published Dec 7, 2023 • 2
Towards Foundation Models for Relational Databases [Vision Paper] Paper • 2305.15321 • Published May 24, 2023 • 2
Rethinking Tabular Data Understanding with Large Language Models Paper • 2312.16702 • Published Dec 27, 2023 • 4
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph Paper • 2306.12515 • Published Jun 21, 2023 • 2
Tabular Transformers for Modeling Multivariate Time Series Paper • 2011.01843 • Published Nov 3, 2020 • 2
IDEL: In-Database Entity Linking with Neural Embeddings Paper • 1803.04884 • Published Mar 13, 2018 • 1
BaCaDI: Bayesian Causal Discovery with Unknown Interventions Paper • 2206.01665 • Published Jun 3, 2022 • 2