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@ds-jrg Data Science Junior Research Group

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    3 repositories

    • xgnn-dl

      Public
      We propose to use Class Expressions to explain a GNN. For this, we search the CE, which is valid for graphs which maximize a given GNN.
      Python
      •1•1•0•0•Updated Oct 1, 2024Oct 1, 2024

    • EDGE

      Public
      EDGE, "Evaluation of Diverse Knowledge Graph Explanations", is a framework to benchmark diverse explanations (e.g., subgraph vs logical) for node classification in knowledge graphs.
      benchmarksemantic-webowldescription-logicsowl2concept-learninggnn-explainer
      Python
      •
      MIT License
      •0•2•0•0•Updated Sep 19, 2024Sep 19, 2024

    • causal-qa-rl

      Public
      We answer binary causal questions with a causality graph, a large-scale dataset of causal relations between noun phrases along with the relations' provenance data.
      question-answeringcausalitycausenet
      Python
      •0•2•0•0•Updated Feb 20, 2024Feb 20, 2024