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ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals

Published on 2025-06-037 Views License

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ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals00:00
Problem description00:15
Motivation01:27
State-of-the-art & limitations02:27
Our Approach: ReaLitE03:28
ReaLitE - Architecture04:37
Experimental setup: Datasets05:31
Experimental setup: Models06:12
Results: Link prediction06:39
Results: Relation-focused link prediction on YAGO15k07:37
Results: Node classification09:06
Conclusion09:46
Q&A | Thank You | Code11:01