Data Science Junior Research Group

Popular repositories Loading

1. causal-qa-rl 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.

   Python 5 1

2. CQD-SHAP CQD-SHAP Public

   CQD-SHAP: Explainable Complex Query Answering with Shapley Values

   Python 3

3. EDGE 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.

   Python 2 1

4. DiGNNExplainer DiGNNExplainer Public

   In the paper, Discrete Diffusion-Based Model-Level Explanation of Heterogeneous GNNs with Node Features, we explain GNNs on a model-level by synthetically generating explanation graphs with node fe…

   Jupyter Notebook 2

5. TGNNSHAP TGNNSHAP Public

   Code to the paper "TGNNSHAP: A Hierarchical Explainer Framework for Temporal Graph Predictions using Shapley and Owen Values"

   Jupyter Notebook 1

6. TicketAgent TicketAgent Public

   1