Papers with prototypical knowledge graph embedding model
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction (2020.acl-main)
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| Challenge: | Existing methods for predicting knowledge graphs rely on the rich structure of the knowledge graph. |
| Approach: | They propose an evaluation protocol and a methodology for creating the open link prediction benchmark OlpBench. |
| Outcome: | The proposed model predicts test facts by completing questions in open link prediction task. |