Valentine: Evaluating Matching Techniques for Dataset Discovery
Paper
• 2010.07386 • Published
• 2
Kurve
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Observatory: Characterizing Embeddings of Relational Tables
Paper • 2310.07736 • Published • 2 -
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories
Paper • 2403.07653 • Published • 1 -
DeepJoin: Joinable Table Discovery with Pre-trained Language Models
Paper • 2212.07588 • Published • 1 -
Towards Foundation Models for Learning on Tabular Data
Paper • 2310.07338 • Published • 2 -
Relational Deep Learning: Graph Representation Learning on Relational Databases
Paper • 2312.04615 • Published • 2 -
Towards Foundation Models for Relational Databases [Vision Paper]
Paper • 2305.15321 • Published • 2 -
Rethinking Tabular Data Understanding with Large Language Models
Paper • 2312.16702 • Published • 5 -
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
Paper • 2306.12515 • Published • 2 -
Tabular Transformers for Modeling Multivariate Time Series
Paper • 2011.01843 • Published • 2 -
IDEL: In-Database Entity Linking with Neural Embeddings
Paper • 1803.04884 • Published • 1 -
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
Paper • 2206.01665 • Published • 2 -
Deep Outdated Fact Detection in Knowledge Graphs
Paper • 2402.03732 • Published • 1