Papers by Xi Rao
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs (2021.naacl-main)
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| Challenge: | Existing approaches to learning from relational patterns and structural information ignore the intrinsic complexity of KGs. |
| Approach: | They propose to learn latent properties of KG entities by using a neighborhood mechanism to disentangle the inner properties of each entity. |
| Outcome: | The proposed method significantly improves performance on key metrics on several benchmark datasets. |