GTrans: Generic Knowledge Graph Embedding via Multi-State Entities and Dynamic Relation Spaces

Knowledge graph embedding aims to construct a low-dimensional and continuous space, which is able to describe the semantics of high-dimensional and sparse knowledge graphs. Among existing solutions, translation models have drawn much attention lately, which use a relation vector to translate the hea...

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Bibliographic Details
Main Authors: Zhen Tan, Xiang Zhao, Yang Fang, Weidong Xiao
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8269287/