Search Results for author: Takahiro Ishihara

Found 2 papers, 1 papers with code

Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices

1 code implementation PACLIC 2018 Tomoki Matsuno, Katsuhiko Hayashi, Takahiro Ishihara, Hitoshi Manabe, Yuji Matsumoto

Currently, the biaffine classifier has been attracting attention as a method to introduce an attention mechanism into the modeling of binary relations.

Dependency Parsing

Neural Tensor Networks with Diagonal Slice Matrices

no code implementations NAACL 2018 Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe, Masashi Shimbo, Masaaki Nagata

Although neural tensor networks (NTNs) have been successful in many NLP tasks, they require a large number of parameters to be estimated, which often leads to overfitting and a long training time.

Knowledge Graph Completion Logical Reasoning +2

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