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cs.LG2024
Counterfactual Reasoning with Knowledge Graph Embeddings
Lena Zellinger, Andreas Stephan, Benjamin Roth
Knowledge graph embeddings (KGEs) were originally developed to infer true but missing facts in incomplete knowledge repositories. In this paper, we link knowledge graph completion…
cs.LG2023★ 1 cited
Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal
Anastasiia Sedova, Lena Zellinger, Benjamin Roth
An accurate and substantial dataset is essential for training a reliable and well-performing model. However, even manually annotated datasets contain label errors, not to mention a…