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 1261–1270 of 2974 papers

Title	Date	Tasks	Status
Integrating 3D City Data through Knowledge Graphs	Oct 17, 2023	Knowledge Graphs	—Unverified
HyConvE: A Novel Embedding Model for Knowledge Hypergraph Link Prediction with Convolutional Neural Networks	Apr 1, 2023	hypergraph embeddingKnowledge Graphs	—Unverified
Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments	Aug 22, 2024	Knowledge GraphsSystematic Literature Review	—Unverified
HapPenIng: Happen, Predict, Infer -- Event Series Completion in a Knowledge Graph	Sep 12, 2019	Cultural Vocal Bursts Intensity PredictionKnowledge Graphs	—Unverified
Hyperbolic Graph Representation Learning: A Tutorial	Nov 8, 2022	Graph LearningGraph Representation Learning	—Unverified
DBee: A Database for Creating and Managing Knowledge Graphs and Embeddings	Nov 1, 2019	Knowledge Graphs	—Unverified
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction	Nov 1, 2021	Graph EmbeddingKnowledge Graph Embedding	—Unverified
Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies	May 18, 2025	Inductive BiasKnowledge Graphs	—Unverified
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs	Nov 1, 2021	Knowledge GraphsRecommendation Systems	—Unverified
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction	Oct 5, 2023	Knowledge GraphsProtein Function Prediction	—Unverified

Show:10 25 50

← PrevPage 127 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