Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts

15 March 2021

Papers citing "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts"

20 / 20 papers shown

Title
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 69 6 0 16 Jun 2024
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge Keyu Wang Guilin Qi Jiaoyan Chen Yi Huang Tianxing Wu 72 1 0 20 Jan 2024
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 23 2,482 0 19 Apr 2019
Differentiating Concepts and Instances for Knowledge Graph Embedding Xin Lv Lei Hou Juan-Zi Li Zhiyuan Liu 22 90 0 12 Nov 2018
On2Vec: Embedding-based Relation Prediction for Ontology Population Muhao Chen Yingtao Tian X. Chen Zijun Xue C. Zaniolo 27 39 0 07 Sep 2018
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment Muhao Chen Yingtao Tian Kai-Wei Chang Steven Skiena C. Zaniolo 32 239 0 18 Jun 2018
From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules Víctor Gutiérrez-Basulto Steven Schockaert 60 69 0 26 May 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 44 434 0 16 Aug 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 130 2,591 0 05 Jul 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 59 201 0 24 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 99 2,874 0 12 Dec 2016
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment Muhao Chen Yingtao Tian Mohan Yang C. Zaniolo 35 529 0 12 Nov 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 51 2,955 0 20 Jun 2016
Locally Adaptive Translation for Knowledge Graph Embedding Yantao Jia Yuanzhuo Wang Hailun Lin Xiaolong Jin Xueqi Cheng 36 92 0 04 Dec 2015
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 26 1,195 0 16 Oct 2015
Type-Constrained Representation Learning in Knowledge Graphs Denis Krompass S. Baier Volker Tresp NAI 33 223 0 11 Aug 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 39 3,174 0 20 Dec 2014
Open Question Answering with Weakly Supervised Embedding Models Antoine Bordes Jason Weston Nicolas Usunier 37 340 0 16 Apr 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 47 1,830 0 20 Dec 2013
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 48 689 0 15 Jan 2013