Papers by Yazmin Ibanez-Garcia
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis (2024.lrec-main)
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| Challenge: | Existing methods for inductive knowledge graph completion are underperforming . implausible entities are not ranked and only the most informative path is taken into account . |
| Approach: | They propose to use a rule-based approach to find plausible triples missing from a given KG. |
| Outcome: | The proposed models outperform state-of-the-art methods on inductive knowledge graph completion. |