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 2161–2170 of 2974 papers

Title	Date	Tasks	Status
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction	Apr 24, 2024	Fact Checkinggraph construction	—Unverified
KGvec2go -- Knowledge Graph Embeddings as a Service	Mar 9, 2020	Knowledge Graph EmbeddingsKnowledge Graphs	—Unverified
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment	Aug 15, 2024	Fact CheckingKnowledge Graphs	—Unverified
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models	Aug 23, 2022	Knowledge Graph CompletionKnowledge Graphs	—Unverified
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding	Apr 9, 2021	Graph EmbeddingKnowledge Graph Embedding	—Unverified
Knowledge-Induced Medicine Prescribing Network for Medication Recommendation	Oct 23, 2023	Graph Representation LearningKnowledge Graphs	—Unverified
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation	Sep 25, 2024	AttributeKnowledge Graphs	—Unverified
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph	Dec 8, 2024	Knowledge Graphs	—Unverified
KNOW: A Real-World Ontology for Knowledge Capture with Large Language Models	May 30, 2024	Knowledge Graphs	—Unverified
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning	Sep 19, 2024	Knowledge GraphsLanguage Modeling	—Unverified

Show:10 25 50

← PrevPage 217 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