27 citations · 34 across the 4 of their papers we have counts for
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cs.CL2018
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…
cs.LG2018★ 5 cited
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…