Knowledge Graph Embedding: A Survey from the Perspective of
Representation Spaces

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Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces

7 November 2022

Jiahang Cao

Shangsong Liang

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Papers citing "Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces"

17 / 117 papers shown

Title
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 80 833 0 14 Mar 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction Katsuhiko Hayashi Masashi Shimbo 60 82 0 18 Feb 2017
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 122 406 0 31 Oct 2016
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 175 219 0 22 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 659 29,154 0 09 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 93 2,984 0 20 Jun 2016
Question Answering on Freebase via Relation Extraction and Textual Evidence Kun Xu Siva Reddy Yansong Feng Songfang Huang Dongyan Zhao 74 292 0 03 Mar 2016
From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction Han Xiao Minlie Huang Xiaoyan Zhu 77 146 0 15 Dec 2015
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 73 1,202 0 16 Oct 2015
TransA: An Adaptive Approach for Knowledge Graph Embedding Han Xiao Minlie Huang Yu Hao Xiaoyan Zhu 75 144 0 18 Sep 2015
Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin Zhiyuan Liu Huanbo Luan Maosong Sun S. Rao Song Liu 111 621 0 01 Jun 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 189 1,578 0 02 Mar 2015
Word Representations via Gaussian Embedding Luke Vilnis Andrew McCallum 114 385 0 20 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 107 3,203 0 20 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,388 0 03 Jun 2014
Irreflexive and Hierarchical Relations as Translations Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston Oksana Yakhnenko 72 35 0 26 Apr 2013
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 101 694 0 15 Jan 2013