Knowledge Graphs

A knowledge graph is a structured representation of information that organizes data into nodes (entities) and edges (relationships) to show how different pieces of knowledge are interconnected. It enables enhanced data integration, search, and inference by modeling the relationships between concepts and entities in a graph format.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2391–2400 of 2974 papers

Title	Date	Tasks	Status
Relation Clustering in Narrative Knowledge Graphs	Nov 27, 2020	ClusteringDescriptive	—Unverified
The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability	Nov 25, 2020	Knowledge Graphs	CodeCode Available
Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction	Nov 24, 2020	Knowledge Graphs	—Unverified
Domain-Transferable Method for Named Entity Recognition Task	Nov 24, 2020	Knowledge Graphsnamed-entity-recognition	—Unverified
Fact Checking via Path Embedding and Aggregation	Nov 16, 2020	Fact CheckingKnowledge Graphs	—Unverified
Tucker decomposition-based Temporal Knowledge Graph Completion	Nov 16, 2020	Knowledge Graph CompletionKnowledge Graphs	CodeCode Available
Association Rules Enhanced Knowledge Graph Attention Network	Nov 14, 2020	Graph AttentionGraph Embedding	—Unverified
Theoretical Rule-based Knowledge Graph Reasoning by Connectivity Dependency Discovery	Nov 12, 2020	Knowledge Graph CompletionKnowledge Graphs	—Unverified
Discovering alignment relations with Graph Convolutional Networks: a biomedical case study	Nov 11, 2020	ClusteringKnowledge Graphs	CodeCode Available
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation	Nov 10, 2020	AttributeKnowledge Graph Completion	CodeCode Available

Show:10 25 50

← PrevPage 240 of 298Next →

All datasets MARS (Multimodal Analogical Reasoning dataSet)JerichoWorld WikiKG90M-LSC FB15k

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MarT_MKGformer	MRR	0.34	—	Unverified
2	MKGformer	MRR	0.32	—	Unverified
3	MarT_FLAVA	MRR	0.29	—	Unverified
4	ViLBERT	MRR	0.29	—	Unverified
5	IKRL (ANALOGY)	MRR	0.28	—	Unverified
6	IKRL	MRR	0.27	—	Unverified
7	ViLT	MRR	0.26	—	Unverified
8	TransAE	MRR	0.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Worldformer	Set accuracy	39.15	—	Unverified
2	Q*BERT	Set accuracy	32.78	—	Unverified
3	GATA-W	Set accuracy	24.06	—	Unverified
4	Worldformer	Set accuracy	23.22	—	Unverified
5	Seq2Seq	Set accuracy	14.29	—	Unverified
6	Rules	Set accuracy	4.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TransE-Concat	Test MRR	85.48	—	Unverified
2	ComplEx-Concat	Test MRR	0.86	—	Unverified
3	ComplEx-RoBERTa	Test MRR	0.72	—	Unverified
4	TransE-RoBERTa	Test MRR	0.63	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COMPLEX	MRR	0.59	—	Unverified