Subsampling for Knowledge Graph Embedding Explained

Subsampling for Knowledge Graph Embedding Explained

13 September 2022

Hidetaka Kamigaito

Katsuhiko Hayashi

Papers citing "Subsampling for Knowledge Graph Embedding Explained"

9 / 9 papers shown

Title
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning Hidetaka Kamigaito Katsuhiko Hayashi 25 25 0 21 Jun 2022
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding Hidetaka Kamigaito Katsuhiko Hayashi 37 11 0 14 Jun 2021
Structure Aware Negative Sampling in Knowledge Graphs Kian Ahrabian Aarash Feizi Yasmin Salehi William L. Hamilton A. Bose 14 57 0 23 Sep 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 73 386 0 21 Nov 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 83 2,108 0 26 Feb 2019
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 163 2,591 0 05 Jul 2017
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 81 2,955 0 20 Jun 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 77 3,174 0 20 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 300 33,445 0 16 Oct 2013