2 citations · 2 across the 1 of their papers we have counts for
3 papers
Binarized Knowledge Graph Embeddings
Koki Kishimoto, Katsuhiko Hayashi, Genki Akai +2
Tensor factorization has become an increasingly popular approach to knowledge graph completion(KGC), which is the task of automatically predicting missing facts in a knowledge grap…
Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices
Tomoki Matsuno, Katsuhiko Hayashi, Takahiro Ishihara +2
Currently, the biaffine classifier has been attracting attention as a method to introduce an attention mechanism into the modeling of binary relations. For instance, in the field o…
Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion
Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo
Embedding-based methods for knowledge base completion (KBC) learn representations of entities and relations in a vector space, along with the scoring function to estimate the likel…