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1707.01476
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Convolutional 2D Knowledge Graph Embeddings
5 July 2017
Tim Dettmers
Pasquale Minervini
Pontus Stenetorp
Sebastian Riedel
GNN
3DV
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Papers citing
"Convolutional 2D Knowledge Graph Embeddings"
47 / 847 papers shown
Title
TuckER: Tensor Factorization for Knowledge Graph Completion
Ivana Balazevic
Carl Allen
Timothy M. Hospedales
81
732
0
28 Jan 2019
Graph Neural Networks: A Review of Methods and Applications
Jie Zhou
Ganqu Cui
Shengding Hu
Zhengyan Zhang
Cheng Yang
Zhiyuan Liu
Lifeng Wang
Changcheng Li
Maosong Sun
AI4CE
GNN
1.2K
5,596
0
20 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph
Feiliang Ren
Yining Hou
Yan Li
Lingfeng Pan
Yi Zhang
...
Yongkang Liu
Yu Guo
Rongsheng Zhao
Ruicheng Ming
Huiming Wu
30
2
0
17 Dec 2018
Embedding Cardinality Constraints in Neural Link Predictors
Emir Muñoz
Pasquale Minervini
Matthias Nickles
18
2
0
16 Dec 2018
Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs
Daniel Neil
Joss Briody
A. Lacoste
Aaron Sim
Páidí Creed
Amir Saffari
GNN
145
35
0
01 Dec 2018
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs
Dimitris Berberidis
G. Giannakis
64
18
0
27 Nov 2018
Embedding Uncertain Knowledge Graphs
X. Chen
Muhao Chen
Weijia Shi
Yizhou Sun
C. Zaniolo
98
120
0
26 Nov 2018
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
Masashi Yoshikawa
K. Mineshima
Hiroshi Noji
D. Bekki
68
11
0
15 Nov 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
86
603
0
11 Nov 2018
Recurrent Skipping Networks for Entity Alignment
Lingbing Guo
Zhenyi Ying
E. Cao
Wei Hu
28
6
0
06 Nov 2018
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings
Hao Yu
Vivek Kulkarni
Wenjie Wang
26
2
0
01 Nov 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings
Haoyu Wang
Vivek Kulkarni
William Yang Wang
HAI
AI4CE
90
29
0
31 Oct 2018
DSKG: A Deep Sequential Model for Knowledge Graph Completion
Lingbing Guo
Qingheng Zhang
Weiyi Ge
Wei Hu
Yuzhong Qu
33
21
0
30 Oct 2018
On Evaluating Embedding Models for Knowledge Base Completion
Yanjie Wang
Daniel Ruffinelli
Rainer Gemulla
Samuel Broscheit
Christian Meilicke
87
47
0
17 Oct 2018
Feature Learning for Meta-Paths in Knowledge Graphs
Sebastian Bischoff
43
0
0
07 Sep 2018
Embedding Multimodal Relational Data for Knowledge Base Completion
Pouya Pezeshkpour
Liyan Chen
Sameer Singh
66
127
0
05 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Xi Lin
R. Socher
Caiming Xiong
LRM
109
336
0
31 Aug 2018
One-Shot Relational Learning for Knowledge Graphs
Wenhan Xiong
Mo Yu
Shiyu Chang
Xiaoxiao Guo
William Yang Wang
116
220
0
27 Aug 2018
Predicting Semantic Relations using Global Graph Properties
Yuval Pinter
Jacob Eisenstein
79
22
0
27 Aug 2018
Hypernetwork Knowledge Graph Embeddings
Ivana Balazevic
Carl Allen
Timothy M. Hospedales
GNN
81
187
0
21 Aug 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
76
234
0
13 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network
Kai Wang
Yu Liu
Xiujuan Xu
Dan Lin
GNN
100
18
0
11 Aug 2018
Global and local evaluation of link prediction tasks with neural embeddings
Asan Agibetov
Matthias Samwald
62
10
0
27 Jul 2018
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning
Sebastijan Dumancic
Alberto García-Durán
Mathias Niepert
NAI
51
7
0
29 Jun 2018
Jack the Reader - A Machine Reading Framework
Dirk Weissenborn
Pasquale Minervini
Tim Dettmers
Isabelle Augenstein
Johannes Welbl
...
Matko Bosnjak
Jeff Mitchell
Thomas Demeester
Pontus Stenetorp
Sebastian Riedel
49
13
0
20 Jun 2018
Canonical Tensor Decomposition for Knowledge Base Completion
Timothée Lacroix
Nicolas Usunier
G. Obozinski
84
387
0
19 Jun 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
71
241
0
18 Jun 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder
Ryo Takahashi
Ran Tian
Kentaro Inui
CoGe
BDL
23
14
0
24 May 2018
Adversarial Contrastive Estimation
A. Bose
Huan Ling
Yanshuai Cao
47
56
0
09 May 2018
Improving Knowledge Graph Embedding Using Simple Constraints
Boyang Ding
Quan Wang
Bin Wang
Li Guo
104
134
0
07 May 2018
Commonsense mining as knowledge base completion? A study on the impact of novelty
Stanislaw Jastrzebski
Dzmitry Bahdanau
Seyedarian Hosseini
Michael Noukhovitch
Yoshua Bengio
Jackie C.K. Cheung
67
27
0
24 Apr 2018
Referring Relationships
Ranjay Krishna
Ines Chami
Michael S. Bernstein
Li Fei-Fei
102
95
0
28 Mar 2018
SimplE Embedding for Link Prediction in Knowledge Graphs
Seyed Mehran Kazemi
David Poole
87
720
0
13 Feb 2018
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
Yelong Shen
Jianshu Chen
Po-Sen Huang
Yuqing Guo
Jianfeng Gao
96
129
0
12 Feb 2018
Investigations on Knowledge Base Embedding for Relation Prediction and Extraction
Peng Xu
Denilson Barbosa
47
6
0
06 Feb 2018
Incorporating Literals into Knowledge Graph Embeddings
Agustinus Kristiadi
M. A. Khan
Denis Lukovnikov
Jens Lehmann
Asja Fischer
KELM
69
95
0
03 Feb 2018
Knowledge Graph Embedding with Multiple Relation Projections
Kien Do
T. Tran
Svetha Venkatesh
63
25
0
26 Jan 2018
Inducing Interpretability in Knowledge Graph Embeddings
Chandrahas
Tathagata Sengupta
Cibi Pragadeesh
Partha P. Talukdar
29
6
0
10 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
83
707
0
06 Dec 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
Rajarshi Das
Shehzaad Dhuliawala
Manzil Zaheer
Luke Vilnis
Ishan Durugkar
A. Krishnamurthy
Alex Smola
Andrew McCallum
KELM
109
513
0
15 Nov 2017
Revisiting Simple Neural Networks for Learning Representations of Knowledge Graphs
Srinivas Ravishankar
Chandrahas
Partha P. Talukdar
57
10
0
15 Nov 2017
KBGAN: Adversarial Learning for Knowledge Graph Embeddings
Liwei Cai
William Yang Wang
GAN
96
281
0
11 Nov 2017
Fast Linear Model for Knowledge Graph Embeddings
Armand Joulin
Edouard Grave
Piotr Bojanowski
Maximilian Nickel
Tomas Mikolov
78
42
0
30 Oct 2017
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features
Alberto García-Durán
Mathias Niepert
BDL
93
106
0
14 Sep 2017
A survey of embedding models of entities and relationships for knowledge graph completion
Dat Quoc Nguyen
108
100
0
23 Mar 2017
Modeling Relational Data with Graph Convolutional Networks
Michael Schlichtkrull
Thomas Kipf
Peter Bloem
Rianne van den Berg
Ivan Titov
Max Welling
GNN
210
4,857
0
17 Mar 2017
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm
Han Xiao
Minlie Huang
Xiaoyan Zhu
68
6
0
27 Aug 2016
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