DistMult
method
ID: distmult
Related Papers
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
AbstractBilinear models such as DistMult and ComplEx are effective methods for knowledge graph (KG) completion. However, they require large batch sizes, which becomes a performance bottleneck when training on large …...
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion
AbstractPrior work on integrating text corpora with knowledge graphs (KGs) to improve Knowledge Graph Embedding (KGE) have obtained good performance for entities that co-occur in sentences in text corpora. Such …...