|
KG-BERT
|
KG-BERT: BERT for Knowledge Graph Completion
|
97.00
|
2019-09-07
|
|
|
PALT
|
PALT: Parameter-Lite Transfer of Language Models …
|
61.00
|
2022-10-25
|
|
|
LASS
|
Joint Language Semantic and Structure Embedding f…
|
35.00
|
2022-09-19
|
|
|
KERMIT
|
KERMIT: Knowledge Graph Completion of Enhanced Re…
|
0.70
|
2023-09-26
|
|
|
MoCoSA
|
MoCoSA: Momentum Contrast for Knowledge Graph Com…
|
0.70
|
2023-08-16
|
|
|
SimKGCIB(+PB+SN)
|
SimKGC: Simple Contrastive Knowledge Graph Comple…
|
0.67
|
2022-03-04
|
|
|
LERP
|
Logical Entity Representation in Knowledge-Graphs…
|
0.62
|
2023-05-22
|
|
|
C-LMKE(bert-base)
|
Language Models as Knowledge Embeddings
|
0.62
|
2022-06-25
|
|
|
NBFNet
|
Neural Bellman-Ford Networks: A General Graph Neu…
|
0.55
|
2021-06-13
|
|
|
DaBR
|
Distance-Adaptive Quaternion Knowledge Graph Embe…
|
0.51
|
2024-12-05
|
|
|
HittER
|
HittER: Hierarchical Transformers for Knowledge G…
|
0.50
|
2020-08-28
|
|
|
SAFRAN (white box, rule based)
|
SAFRAN: An interpretable, rule-based link predict…
|
0.50
|
2021-09-16
|
|
|
MLMLM
|
MLMLM: Link Prediction with Mean Likelihood Maske…
|
0.50
|
2020-09-15
|
|
|
MEIM
|
MEIM: Multi-partition Embedding Interaction Beyon…
|
0.50
|
2022-09-30
|
|
|
M3GM
|
Predicting Semantic Relations using Global Graph …
|
0.50
|
2018-08-27
|
|
|
RESCAL-DURA
|
Duality-Induced Regularizer for Tensor Factorizat…
|
0.50
|
2020-11-11
|
|
|
HAKE
|
Learning Hierarchy-Aware Knowledge Graph Embeddin…
|
0.50
|
2019-11-21
|
|
|
RotH
|
Low-Dimensional Hyperbolic Knowledge Graph Embedd…
|
0.50
|
2020-05-01
|
|
|
ConE
|
Modeling Heterogeneous Hierarchies with Relation-…
|
0.50
|
2021-10-28
|
|
|
Relphormer
|
Relphormer: Relational Graph Transformer for Know…
|
0.50
|
2022-05-22
|
|
|
LineaRE
|
LineaRE: Simple but Powerful Knowledge Graph Embe…
|
0.50
|
2020-04-21
|
|
|
GC-OTE
|
Orthogonal Relation Transforms with Graph Context…
|
0.49
|
2019-11-09
|
|
|
DensE
|
DensE: An Enhanced Non-commutative Representation…
|
0.49
|
2020-08-11
|
|
|
MetaSD
|
Self-Distillation with Meta Learning for Knowledg…
|
0.49
|
2023-05-20
|
|
|
SAttLE
|
Self-attention Presents Low-dimensional Knowledge…
|
0.49
|
2021-12-20
|
|
|
NePTuNe
|
NePTuNe: Neural Powered Tucker Network for Knowle…
|
0.49
|
2021-04-15
|
|
|
ComplEx-DURA
|
Duality-Induced Regularizer for Tensor Factorizat…
|
0.49
|
2020-11-11
|
|
|
AutoSF
|
AutoSF: Searching Scoring Functions for Knowledge…
|
0.49
|
2019-04-26
|
|
|
QuatDE
|
QuatDE: Dynamic Quaternion Embedding for Knowledg…
|
0.49
|
2021-05-19
|
|
|
QuatE
|
Quaternion Knowledge Graph Embeddings
|
0.49
|
2019-04-23
|
|
|
ComplEx-N3-RP
|
Relation Prediction as an Auxiliary Training Obje…
|
0.49
|
2021-10-06
|
|
|
DRUM (T=3)
|
DRUM: End-To-End Differentiable Rule Mining On Kn…
|
0.49
|
2019-10-31
|
|
|
DihEdral
|
Relation Embedding with Dihedral Group in Knowled…
|
0.49
|
2019-06-03
|
|
|
SE-GNN (ours)
|
How Does Knowledge Graph Embedding Extrapolate to…
|
0.48
|
2021-09-24
|
|
|
LP-BERT
|
Multi-task Pre-training Language Model for Semant…
|
0.48
|
2022-01-13
|
|
|
MuRP
|
Multi-relational Poincaré Graph Embeddings
|
0.48
|
2019-05-23
|
|
|
ComplEx (SCE w/ LS pretrained)
|
Unified Interpretation of Softmax Cross-Entropy a…
|
0.48
|
2021-06-14
|
|
|
MEI
|
Multi-Partition Embedding Interaction with Block …
|
0.48
|
2020-06-29
|
|
|
ComplEx-N3 (reciprocal)
|
Canonical Tensor Decomposition for Knowledge Base…
|
0.48
|
2018-06-19
|
|
|
ProbCBR
|
Probabilistic Case-based Reasoning for Open-World…
|
0.48
|
2020-10-07
|
|
|
CompGCN
|
Composition-based Multi-Relational Graph Convolut…
|
0.48
|
2019-11-08
|
|
|
CP-DURA
|
Duality-Induced Regularizer for Tensor Factorizat…
|
0.48
|
2020-11-11
|
|
|
ComplEx (SCE w/ LS)
|
Unified Interpretation of Softmax Cross-Entropy a…
|
0.48
|
2021-06-14
|
|
|
RotatE
|
RotatE: Knowledge Graph Embedding by Relational R…
|
0.48
|
2019-02-26
|
|
|
Structure-Aware Convolutional Networks
|
End-to-end Structure-Aware Convolutional Networks…
|
0.47
|
2018-11-11
|
|
|
TuckER
|
TuckER: Tensor Factorization for Knowledge Graph …
|
0.47
|
2019-01-28
|
|
|
KGLM
|
KGLM: Integrating Knowledge Graph Structure in La…
|
0.47
|
2022-11-04
|
|
|
HypER
|
Hypernetwork Knowledge Graph Embeddings
|
0.47
|
2018-08-21
|
|
|
InteractE
|
InteractE: Improving Convolution-based Knowledge …
|
0.46
|
2019-11-01
|
|
|
pRotatE
|
RotatE: Knowledge Graph Embedding by Relational R…
|
0.46
|
2019-02-26
|
|
|
MDE_adv
|
MDE: Multiple Distance Embeddings for Link Predic…
|
0.46
|
2019-05-25
|
|
|
Rot-Pro
|
Rot-Pro: Modeling Transitivity by Projection in K…
|
0.46
|
2021-10-27
|
|
|
RESCAL + Decom
|
Decompressing Knowledge Graph Representations for…
|
0.46
|
2019-11-11
|
|
|
DistMult (after variational EM)
|
Augmenting and Tuning Knowledge Graph Embeddings
|
0.46
|
2019-07-01
|
|
|
KGRefiner
|
KGRefiner: Knowledge Graph Refinement for Improvi…
|
0.45
|
2021-06-27
|
|
|
ComplEx NSCaching
|
NSCaching: Simple and Efficient Negative Sampling…
|
0.45
|
2018-12-16
|
|
|
KBGAT
|
Learning Attention-based Embeddings for Relation …
|
0.44
|
2019-06-04
|
|
|
ComplEx
|
Complex Embeddings for Simple Link Prediction
|
0.44
|
2016-06-20
|
|
|
M-Walk
|
M-Walk: Learning to Walk over Graphs using Monte …
|
0.44
|
2018-02-12
|
|
|
ConvE
|
Convolutional 2D Knowledge Graph Embeddings
|
0.43
|
2017-07-05
|
|
|
DisMult
|
Embedding Entities and Relations for Learning and…
|
0.43
|
2014-12-20
|
|
|
CapsE
|
A Capsule Network-based Embedding Model for Knowl…
|
0.42
|
2018-08-13
|
|
|
RotatE + GreenKGC (Ours)
|
GreenKGC: A Lightweight Knowledge Graph Completio…
|
0.41
|
2022-08-19
|
|
|
StAR(Self-Adp)
|
Structure-Augmented Text Representation Learning …
|
0.40
|
2020-04-30
|
|
|
Inverse Model
|
Convolutional 2D Knowledge Graph Embeddings
|
0.35
|
2017-07-05
|
|
|
TransE + GreenKGC (Ours)
|
GreenKGC: A Lightweight Knowledge Graph Completio…
|
0.34
|
2022-08-19
|
|
|
GenKGC
|
From Discrimination to Generation: Knowledge Grap…
|
0.29
|
2022-02-04
|
|
|
ConvKB
|
A Novel Embedding Model for Knowledge Base Comple…
|
0.25
|
2017-12-06
|
|
|
KBGAN (TransD + ComplEx)
|
KBGAN: Adversarial Learning for Knowledge Graph E…
|
0.22
|
2017-11-11
|
|