RelBench

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// recent coverage 2 mentions

04:00

2026-08-03

machinebrief.com

machine-learning

Curriculum Matters: Data-Efficient Relational PFN Pretraining with Synthetic Data

A new arXiv preprint (2607.29120v1) finds that curriculum design and synthetic data diversity matter more for relational Prior-Data Fitted Networks (PFNs) than the specific generator or scale. Using t…

04:00

2026-06-03

arxiv.org

machine-learning

RelGT-AC: A Relational Graph Transformer for Autocomplete Tasks in Relational Databases

Researchers have developed RelGT-AC, a relational graph transformer designed to predict missing column values in relational databases, functioning as an intelligent form-filling assistant. The model i…

// co-occurs with top 8 entities

arXiv 1 RDB-PFN 1 PluRel 1 4DBInfer 1 RelGT-AC 1 GraphSAGE 1 Relational Deep Learning 1 TF-IDF 1

// topics top 4 topics

machine learning 2 artificial intelligence 2 neural networks 1 ai research 1