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Convolutional 2D Knowledge Graph Embeddings
v1v2v3v4v5v6 (latest)

Convolutional 2D Knowledge Graph Embeddings

5 July 2017
Tim Dettmers
Pasquale Minervini
Pontus Stenetorp
Sebastian Riedel
    GNN3DV
ArXiv (abs)PDFHTML

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 847 papers shown
Title
Towards Learning Instantiated Logical Rules from Knowledge Graphs
Towards Learning Instantiated Logical Rules from Knowledge Graphs
Yulong Gu
Yushi Guan
P. Missier
AI4CE
55
13
0
13 Mar 2020
Heterogeneous Relational Reasoning in Knowledge Graphs with
  Reinforcement Learning
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning
Mandana Saebi
Steven J. Krieg
Chuxu Zhang
Meng Jiang
Nitesh Chawla
56
14
0
12 Mar 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge
  Graphs
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs
Zequn Sun
Qingheng Zhang
Wei Hu
Chengming Wang
Muhao Chen
F. Akrami
Chengkai Li
91
250
0
10 Mar 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational
  Structure Evolution
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
Sankalp Garg
Navodita Sharma
Woojeong Jin
Xiang Ren
AI4TS
72
8
0
09 Mar 2020
End-to-End Entity Linking and Disambiguation leveraging Word and
  Knowledge Graph Embeddings
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings
R. Nedelchev
Debanjan Chaudhuri
Jens Lehmann
Asja Fischer
32
11
0
25 Feb 2020
Differentiable Reasoning over a Virtual Knowledge Base
Differentiable Reasoning over a Virtual Knowledge Base
Bhuwan Dhingra
Manzil Zaheer
Vidhisha Balachandran
Graham Neubig
Ruslan Salakhutdinov
William W. Cohen
72
90
0
25 Feb 2020
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link
  Prediction Methods
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods
M. Berrendorf
Evgeniy Faerman
Laurent Vermue
Volker Tresp
133
19
0
17 Feb 2020
Relational Message Passing for Knowledge Graph Completion
Relational Message Passing for Knowledge Graph Completion
Hongwei Wang
Hongyu Ren
J. Leskovec
86
120
0
17 Feb 2020
Open Knowledge Enrichment for Long-tail Entities
Open Knowledge Enrichment for Long-tail Entities
E. Cao
D. Wang
Jiacheng Huang
Wei Hu
73
47
0
15 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
William W. Cohen
Haitian Sun
R. A. Hofer
M. Siegler
83
62
0
14 Feb 2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools
RDFFrames: Knowledge Graph Access for Machine Learning Tools
Aisha Mohamed
Ghadeer Abuoda
Abdurrahman Ghanem
Zoi Kaoudi
Ashraf Aboulnaga
39
14
0
10 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
Andrea Rossi
D. Firmani
Antonio Matinata
P. Merialdo
Denilson Barbosa
100
351
0
03 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and
  Applications
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji
Shirui Pan
Min Zhang
Pekka Marttinen
Philip S. Yu
316
2,017
0
02 Feb 2020
The Tensor Brain: Semantic Decoding for Perception and Memory
The Tensor Brain: Semantic Decoding for Perception and Memory
Volker Tresp
Sahand Sharifzadeh
Dario Konopatzki
Yunpu Ma
78
8
0
29 Jan 2020
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a
  Focus on Reproducibility and Transferability
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability
Mehdi Ali
Hajira Jabeen
Charles Tapley Hoyt
Jens Lehmann
32
16
0
28 Jan 2020
Incorporating Joint Embeddings into Goal-Oriented Dialogues with
  Multi-Task Learning
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning
Firas Kassawat
Debanjan Chaudhuri
Jens Lehmann
AuLLM
57
7
0
28 Jan 2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge
  Graphs
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs
Marcel Hildebrandt
Jorge Andres Quintero Serna
Yunpu Ma
Martin Ringsquandl
Mitchell Joblin
Volker Tresp
53
1
0
09 Jan 2020
Reasoning on Knowledge Graphs with Debate Dynamics
Reasoning on Knowledge Graphs with Debate Dynamics
Marcel Hildebrandt
Jorge Andres Quintero Serna
Yunpu Ma
Martin Ringsquandl
Mitchell Joblin
Volker Tresp
81
53
0
02 Jan 2020
Probability Calibration for Knowledge Graph Embedding Models
Probability Calibration for Knowledge Graph Embedding Models
Pedro Tabacof
Luca Costabello
67
46
0
20 Dec 2019
Differentiable Reasoning on Large Knowledge Bases and Natural Language
Differentiable Reasoning on Large Knowledge Bases and Natural Language
Pasquale Minervini
Matko Bovsnjak
Tim Rocktaschel
Sebastian Riedel
Edward Grefenstette
LRM
116
91
0
17 Dec 2019
OpenBioLink: A benchmarking framework for large-scale biomedical link
  prediction
OpenBioLink: A benchmarking framework for large-scale biomedical link prediction
Anna Breit
Simon Ott
Asan Agibetov
Matthias Samwald
LM&MA
105
55
0
10 Dec 2019
Cooperative Reasoning on Knowledge Graph and Corpus: A
  Multi-agentReinforcement Learning Approach
Cooperative Reasoning on Knowledge Graph and Corpus: A Multi-agentReinforcement Learning Approach
Yunan Zhang
Xiang Cheng
Heting Gao
Chengxiang Zhai
LRM
23
3
0
04 Dec 2019
Binarized Canonical Polyadic Decomposition for Knowledge Graph
  Completion
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion
Koki Kishimoto
Katsuhiko Hayashi
Genki Akai
Masashi Shimbo
30
1
0
04 Dec 2019
Towards Building a Multilingual Sememe Knowledge Base: Predicting
  Sememes for BabelNet Synsets
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets
Fanchao Qi
Li-Hsin Chang
Maosong Sun
Sicong Ouyang
Zhiyuan Liu
119
19
0
04 Dec 2019
Integrating Graph Contextualized Knowledge into Pre-trained Language
  Models
Integrating Graph Contextualized Knowledge into Pre-trained Language Models
Bin He
Di Zhou
Jinghui Xiao
Xin jiang
Qun Liu
Nicholas Jing Yuan
Tong Xu
AI4CE
67
78
0
30 Nov 2019
Few-Shot Knowledge Graph Completion
Few-Shot Knowledge Graph Completion
Chuxu Zhang
Huaxiu Yao
Chao Huang
Meng Jiang
Z. Li
Nitesh Chawla
54
205
0
26 Nov 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
Zhanqiu Zhang
Jianyu Cai
Yongdong Zhang
Jie Wang
100
393
0
21 Nov 2019
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood
  Aggregation
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation
Zequn Sun
Chengming Wang
Wei Hu
Muhao Chen
Jian Dai
Wei Zhang
Yuzhong Qu
95
334
0
20 Nov 2019
Rule-Guided Compositional Representation Learning on Knowledge Graphs
Rule-Guided Compositional Representation Learning on Knowledge Graphs
Guanglin Niu
Yongfei Zhang
Yue Liu
Peng Cui
Si Liu
Jingyang Li
Xiaowei Zhang
69
62
0
20 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph
  Embedding
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding
Yongqi Zhang
Quanming Yao
Lei Chen
72
4
0
17 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning
Inductive Relation Prediction by Subgraph Reasoning
Komal K. Teru
E. Denis
William L. Hamilton
NAIAI4CE
102
398
0
16 Nov 2019
CNN-based Dual-Chain Models for Knowledge Graph Learning
CNN-based Dual-Chain Models for Knowledge Graph Learning
Bo Peng
Martin Renqiang Min
Xia Ning
GNN
39
0
0
15 Nov 2019
Learning to Order Sub-questions for Complex Question Answering
Learning to Order Sub-questions for Complex Question Answering
Yunan Zhang
Xiang Cheng
Yufeng Zhang
Zihan Wang
Zhen Fang
Xiaoyang Wang
Zhenya Huang
Chengxiang Zhai
OffRL
49
1
0
11 Nov 2019
Decompressing Knowledge Graph Representations for Link Prediction
Decompressing Knowledge Graph Representations for Link Prediction
Xiang Kong
Xianyang Chen
Eduard H. Hovy
AI4CE
42
5
0
11 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods
A Re-evaluation of Knowledge Graph Completion Methods
Zhiqing Sun
Shikhar Vashishth
Soumya Sanyal
Partha P. Talukdar
Yiming Yang
92
170
0
10 Nov 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion
Relation Adversarial Network for Low Resource Knowledge Graph Completion
Ningyu Zhang
Shumin Deng
Zhanlin Sun
Jiaoayan Chen
Wei Zhang
Huajun Chen
125
72
0
08 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks
Composition-based Multi-Relational Graph Convolutional Networks
Shikhar Vashishth
Soumya Sanyal
Vikram Nitin
Partha P. Talukdar
GNN
152
851
0
08 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing
Neural Graph Embedding Methods for Natural Language Processing
Shikhar Vashishth
GNN
66
9
0
08 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding
CoKE: Contextualized Knowledge Graph Embedding
Quan Wang
Pingping Huang
Haifeng Wang
Songtai Dai
Wenbin Jiang
Jing Liu
Yajuan Lyu
Yong Zhu
Hua Wu
129
87
0
06 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by
  Increasing Feature Interactions
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Shikhar Vashishth
Soumya Sanyal
Vikram Nitin
Nilesh Agrawal
Partha P. Talukdar
123
349
0
01 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
A. Sadeghian
Mohammadreza Armandpour
P. Ding
D. Wang
93
317
0
31 Oct 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links
  better Literal-ly?
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?
Genet Asefa Gesese
Russa Biswas
Mehwish Alam
Harald Sack
124
82
0
28 Oct 2019
Using Pairwise Occurrence Information to Improve Knowledge Graph
  Completion on Large-Scale Datasets
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
Esma Balkir
Masha Naslidnyk
Dave Palfrey
Arpit Mittal
51
5
0
25 Oct 2019
Efficiently Embedding Dynamic Knowledge Graphs
Efficiently Embedding Dynamic Knowledge Graphs
Tianxing Wu
Arijit Khan
Melvin Yong
Huan Gao
Cheng Li
85
66
0
15 Oct 2019
Commonsense Knowledge Base Completion with Structural and Semantic
  Context
Commonsense Knowledge Base Completion with Structural and Semantic Context
Chaitanya Malaviya
Chandra Bhagavatula
Antoine Bosselut
Yejin Choi
113
140
0
07 Oct 2019
TransGCN:Coupling Transformation Assumptions with Graph Convolutional
  Networks for Link Prediction
TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction
Ling Cai
Bo Yan
Gengchen Mai
K. Janowicz
Rui Zhu
GNN
64
77
0
01 Oct 2019
Interpreting Knowledge Graph Relation Representation from Word
  Embeddings
Interpreting Knowledge Graph Relation Representation from Word Embeddings
Carl Allen
Ivana Balazevic
Timothy M. Hospedales
82
9
0
25 Sep 2019
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge
  Graph Reasoning
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning
Xiaoran Xu
Wei Feng
Yunsheng Jiang
Xiaohui Xie
Zhiqing Sun
Zhihong Deng
LRM
106
53
0
25 Sep 2019
Knowledge Enhanced Contextual Word Representations
Knowledge Enhanced Contextual Word Representations
Matthew E. Peters
Mark Neumann
IV RobertL.Logan
Roy Schwartz
Vidur Joshi
Sameer Singh
Noah A. Smith
317
662
0
09 Sep 2019
Combination of Unified Embedding Model and Observed Features for
  Knowledge Graph Completion
Combination of Unified Embedding Model and Observed Features for Knowledge Graph Completion
Takuma Ebisu
R. Ichise
30
0
0
09 Sep 2019
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