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 1151–1175 of 2974 papers

Title	Date	Tasks	Status	Hype
3D Scene Graph Prediction on Point Clouds Using Knowledge Graphs	Aug 13, 2023	Graph GenerationKnowledge Graphs	—Unverified	0
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion	Aug 12, 2023	AttributeKnowledge Graph Completion	CodeCode Available	1
Approximate Answering of Graph Queries	Aug 12, 2023	Knowledge GraphsWorld Knowledge	—Unverified	0
Large Language Models and Knowledge Graphs: Opportunities and Challenges	Aug 11, 2023	Knowledge GraphsPosition	—Unverified	0
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities	Aug 9, 2023	Extract AspectImage Retrieval	CodeCode Available	0
Predicting Drug-Drug Interactions Using Knowledge Graphs	Aug 8, 2023	Graph Neural NetworkKnowledge Graphs	—Unverified	0
RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?	Aug 8, 2023	BenchmarkingCollaborative Filtering	—Unverified	0
Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification	Aug 7, 2023	ArticlesFact Checking	—Unverified	0
Biomedical Knowledge Graph Embeddings with Negative Statements	Aug 7, 2023	Graph EmbeddingGraph Representation Learning	CodeCode Available	0
Decision Knowledge Graphs: Construction of and Usage in Question Answering for Clinical Practice Guidelines	Aug 6, 2023	Knowledge GraphsQuestion Answering	—Unverified	0
Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring	Aug 4, 2023	Knowledge Graphs	—Unverified	0
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects	Aug 4, 2023	Knowledge Graph CompletionKnowledge Graphs	CodeCode Available	1
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text	Aug 4, 2023	Fact CheckingGraph Generation	CodeCode Available	0
Interleaving GANs with knowledge graphs to support design creativity for book covers	Aug 3, 2023	Knowledge Graphs	CodeCode Available	0
Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc	Jul 31, 2023	Knowledge Graphs	—Unverified	0
A Modular Ontology for MODS -- Metadata Object Description Schema	Jul 31, 2023	Knowledge GraphsObject	—Unverified	0
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks	Jul 30, 2023	Dataset GenerationKnowledge Graphs	—Unverified	0
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs	Jul 30, 2023	Knowledge GraphsQuestion Answering	—Unverified	0
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment	Jul 30, 2023	BenchmarkingEntity Alignment	CodeCode Available	1
Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space	Jul 30, 2023	Decision MakingEmbodied Question Answering	CodeCode Available	1
Dialogue Shaping: Empowering Agents through NPC Interaction	Jul 28, 2023	Knowledge Graphsreinforcement-learning	—Unverified	0
Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy	Jul 25, 2023	Knowledge Graphs	—Unverified	0
Word Sense Disambiguation as a Game of Neurosymbolic Darts	Jul 25, 2023	Knowledge GraphsNatural Language Understanding	—Unverified	0
Fast Knowledge Graph Completion using Graphics Processing Units	Jul 22, 2023	Graph EmbeddingKnowledge Graph Completion	—Unverified	0
Named Entity Resolution in Personal Knowledge Graphs	Jul 22, 2023	Entity ResolutionKnowledge Graphs	—Unverified	0

Show:10 25 50

← PrevPage 47 of 119Next →

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