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A survey of embedding models of entities and relationships for knowledge graph completion
23 March 2017
Dat Quoc Nguyen
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Papers citing
"A survey of embedding models of entities and relationships for knowledge graph completion"
37 / 37 papers shown
Embedding Method for Knowledge Graph with Densely Defined Ontology
Takanori Ugai
190
0
0
02 Apr 2025
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion
Mojtaba Moattari
S. Vahdati
F. Zulkernine
204
0
0
15 Aug 2022
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models
Nathan Vaska
Kevin J. Leahy
Victoria Helus
232
3
0
17 Mar 2022
MixKG: Mixing for harder negative samples in knowledge graph
Feihu Che
Guohua Yang
Pengpeng Shao
Dawei Zhang
Jianhua Tao
235
6
0
19 Feb 2022
An Automatic Ontology Generation Framework with An Organizational Perspective
Hawaii International Conference on System Sciences (HICSS), 2020
S. Elnagar
V. Yoon
Manoj A. Thomas
228
36
0
15 Jan 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling
Ainaz Hajimoradlou
Seyed Mehran Kazemi
152
10
0
07 Jan 2022
Inter-domain Multi-relational Link Prediction
Luu Huu Phuc
Koh Takeuchi
Seiji Okajima
A. Tolmachev
T. Takebayashi
Koji Maruhashi
H. Kashima
229
0
0
11 Jun 2021
RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Danushka Bollegala
Huda Hakami
Yuichi Yoshida
Ken-ichi Kawarabayashi
243
6
0
25 Jan 2021
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings
The Web Conference (WWW), 2020
Dai Quoc Nguyen
Thanh Tien Vu
T. Nguyen
Dinh Q. Phung
387
40
0
26 Sep 2020
Convolutional Complex Knowledge Graph Embeddings
Extended Semantic Web Conference (ESWC), 2020
Caglar Demir
A. N. Ngomo
274
48
0
07 Aug 2020
Explainable Link Prediction for Emerging Entities in Knowledge Graphs
Rajarshi Bhowmik
Gerard de Melo
LRM
228
4
0
01 May 2020
Hierarchical Encoders for Modeling and Interpreting Screenplays
G. Bhat
Avneesh Singh Saluja
Melody Dye
Jan Florjanczyk
236
6
0
30 Apr 2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools
The VLDB journal (VLDBJ), 2020
Aisha Mohamed
Ghadeer Abuoda
Abdurrahman Ghanem
Zoi Kaoudi
Ashraf Aboulnaga
361
15
0
10 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
ACM Transactions on Knowledge Discovery from Data (TKDD), 2020
Andrea Rossi
D. Firmani
Antonio Matinata
P. Merialdo
Denilson Barbosa
538
401
0
03 Feb 2020
Unsupervised Construction of Knowledge Graphs From Text and Code
Kun Cao
James P. Fairbanks
180
11
0
25 Aug 2019
A Relational Memory-based Embedding Model for Triple Classification and Search Personalization
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Dai Quoc Nguyen
T. Nguyen
Dinh Q. Phung
KELM
217
24
0
13 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion
AAAI Conference on Artificial Intelligence (AAAI), 2019
Rishab Goel
Seyed Mehran Kazemi
Marcus A. Brubaker
Pascal Poupart
378
417
0
06 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings
Conference on Uncertainty in Artificial Intelligence (UAI), 2019
Kushagra Pandey
Farnood Salehi
Stephan Mandt
226
8
0
01 Jul 2019
Knowledge Hypergraphs: Prediction Beyond Binary Relations
Bahare Fatemi
Perouz Taslakian
David Vazquez
David Poole
225
18
0
01 Jun 2019
SECRET: Semantically Enhanced Classification of Real-world Tasks
IEEE transactions on computers (IEEE Trans. Comput.), 2019
Ayten Ozge Akmandor
Jorge Ortiz
Irene Manotas
Bongjun Ko
N. Jha
207
2
0
29 May 2019
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs
European Conference on Artificial Intelligence (ECAI), 2019
Afshin Sadeghi
D. Graux
H. S. Yazdi
Jens Lehmann
495
17
0
25 May 2019
Improved Knowledge Graph Embedding using Background Taxonomic Information
Bahare Fatemi
Siamak Ravanbakhsh
David Poole
258
40
0
07 Dec 2018
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
Mingmin Zhen
Jinglu Wang
Lei Zhou
Jinbo Bi
Tian Fang
Long Quan
GNN
273
699
0
11 Nov 2018
Recovery Guarantees for Quadratic Tensors with Sparse Observations
Hongyang R. Zhang
Willie Neiswanger
Moses Charikar
Yingyu Liang
332
2
0
31 Oct 2018
Neural Approaches to Conversational AI
Jianfeng Gao
Michel Galley
Lihong Li
603
735
0
21 Sep 2018
Feature Learning for Meta-Paths in Knowledge Graphs
Sebastian Bischoff
194
0
0
07 Sep 2018
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
Dai Quoc Nguyen
Thanh Tien Vu
T. Nguyen
Dat Quoc Nguyen
Dinh Q. Phung
GNN
3DPC
KELM
310
259
0
13 Aug 2018
Record Linkage to Match Customer Names: A Probabilistic Approach
Bahare Fatemi
Seyed Mehran Kazemi
David Poole
76
5
0
26 Jun 2018
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach
A. C. Gusmão
Alvaro H. C. Correia
Glauber De Bona
Fabio Gagliardi Cozman
154
25
0
20 Jun 2018
Canonical Tensor Decomposition for Knowledge Base Completion
Timothée Lacroix
Nicolas Usunier
G. Obozinski
349
428
0
19 Jun 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
Jose Camacho-Collados
Mohammad Taher Pilehvar
460
367
0
10 May 2018
SimplE Embedding for Link Prediction in Knowledge Graphs
Seyed Mehran Kazemi
David Poole
393
829
0
13 Feb 2018
RelNN: A Deep Neural Model for Relational Learning
Seyed Mehran Kazemi
David Poole
NAI
GNN
148
55
0
07 Dec 2017
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Dai Quoc Nguyen
T. Nguyen
Dat Quoc Nguyen
Dinh Q. Phung
3DV
247
810
0
06 Dec 2017
Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs
Yi Tay
Anh Tuan Luu
Minh C. Phan
S. Hui
3DH
229
50
0
16 Aug 2017
Comparing Aggregators for Relational Probabilistic Models
Seyed Mehran Kazemi
Bahare Fatemi
Alexandra Kim
Zilun Peng
Moumita Roy Tora
Xing Zeng
Matthew C. Dirks
David Poole
127
9
0
25 Jul 2017
Knowledge Base Completion: Baselines Strike Back
Rudolf Kadlec
Ondrej Bajgar
Jan Kleindienst
234
196
0
30 May 2017
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