Ssl Relation Prediction
Simple yet SoTA Knowledge Graph Embeddings.
About
This repo contains the code accompanying the paper: “Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations”. We found that incorporating relation prediction into the 1vsAll objective yields a new self-supervised training objective for knowledge base completion (KBC), which results in significant performance improvement (up to 9.9% in Hits@1) by adding as little as 3–10 lines of code. Unleash the true power of your KBC models with the relation prediction objective!
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- 4 years ago
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Facebookresearch
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