Modeling Relation Paths for Representation Learning of Knowledge Bases

Modeling Relation Paths for Representation Learning of Knowledge Bases

1 June 2015

Yankai Lin

Maosong Sun

Papers citing "Modeling Relation Paths for Representation Learning of Knowledge Bases"

18 / 168 papers shown

Title
Compositional Learning of Relation Path Embedding for Knowledge Base Completion Xixun Lin Yanchun Liang Fausto Giunchiglia Xiaoyue Feng Renchu Guan 11 2 0 22 Nov 2016
ProjE: Embedding Projection for Knowledge Graph Completion Baoxu Shi Tim Weninger 21 263 0 16 Nov 2016
Link Prediction using Embedded Knowledge Graphs Yelong Shen Po-Sen Huang Ming-Wei Chang Jianfeng Gao 19 26 0 14 Nov 2016
Discriminative Gaifman Models Mathias Niepert TPM 11 42 0 28 Oct 2016
Improved Knowledge Base Completion by Path-Augmented TransR Model Wenhao Huang Ge Li Zhi Jin 17 9 0 06 Oct 2016
Incorporating Relation Paths in Neural Relation Extraction Wenyuan Zeng Yankai Lin Zhiyuan Liu Maosong Sun 11 86 0 23 Sep 2016
Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs Jiawei Wu Ruobing Xie Zhiyuan Liu Maosong Sun 3DV 24 19 0 22 Sep 2016
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm Han Xiao Minlie Huang Xiaoyan Zhu 18 6 0 27 Aug 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 16 181 0 27 Jun 2016
Neighborhood Mixture Model for Knowledge Base Completion Dat Quoc Nguyen Kairit Sirts Lizhen Qu Mark Johnson 27 42 0 21 Jun 2016
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction Yichun Yin Furu Wei Li Dong Kaimeng Xu Ming Zhang M. Zhou 11 186 0 25 May 2016
On the representation and embedding of knowledge bases beyond binary relations Jianfeng Wen Jianxin Li Yongyi Mao Shini Chen Richong Zhang 57 114 0 28 Apr 2016
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao Minlie Huang Xiaoyan Zhu 11 187 0 17 Apr 2016
RDF2Rules: Learning Rules from RDF Knowledge Bases by Mining Frequent Predicate Cycles Zhichun Wang Juan-Zi Li 16 42 0 24 Dec 2015
From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction Han Xiao Minlie Huang Xiaoyan Zhu 13 143 0 15 Dec 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 27 260 0 16 Nov 2015
TransA: An Adaptive Approach for Knowledge Graph Embedding Han Xiao Minlie Huang Yu Hao Xiaoyan Zhu 19 143 0 18 Sep 2015
TransG : A Generative Mixture Model for Knowledge Graph Embedding Han Xiao Minlie Huang Yu Hao Xiaoyan Zhu 20 281 0 18 Sep 2015