Papers by Sarunas Girdzijauskas
Challenging the Assumption of Structure-based embeddings in Few- and Zero-shot Knowledge Graph Completion (2022.lrec-1)
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| Challenge: | Existing work on Knowledge Graph completion only uses textual descriptive data . knowledge graphs are incomplete because not every relation has been observed at the time of their construction. |
| Approach: | They propose to use textual descriptive data to enrich benchmark data sets for Few- and Zero-shot Knowledge Graph completion tasks. |
| Outcome: | The proposed task improves for Few- and Zero-shot scenarios with up to twofold increase in the Zero- shot setting. |