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 2061–2070 of 2974 papers

Title	Date	Tasks	Status
Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs	Jan 14, 2016	Knowledge GraphsLink Prediction	—Unverified
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs	Oct 12, 2022	Knowledge GraphsQuestion Answering	—Unverified
Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment	Jan 30, 2024	Entity AlignmentEntity Embeddings	—Unverified
Type-augmented Relation Prediction in Knowledge Graphs	Sep 16, 2020	Knowledge Graph CompletionKnowledge Graphs	—Unverified
Type-based Neural Link Prediction Adapter for Complex Query Answering	Jan 29, 2024	Complex Query AnsweringKnowledge Graphs	—Unverified
Type-Constrained Representation Learning in Knowledge Graphs	Aug 11, 2015	Knowledge Graph CompletionKnowledge Graphs	—Unverified
UH-PRHLT at SemEval-2016 Task 3: Combining Lexical and Semantic-based Features for Community Question Answering	Jul 30, 2018	Community Question AnsweringKnowledge Graphs	—Unverified
UINSUSKA-TiTech at SemEval-2017 Task 3: Exploiting Word Importance Levels for Similarity Features for CQA	Aug 1, 2017	Community Question AnsweringKnowledge Graphs	—Unverified
Uncertainty Management in the Construction of Knowledge Graphs: a Survey	May 27, 2024	Knowledge GraphsManagement	—Unverified
Understanding the Effect of Knowledge Graph Extraction Error on Downstream Graph Analyses: A Case Study on Affiliation Graphs	Jun 14, 2025	Community DetectionKnowledge Graphs	—Unverified

Show:10 25 50

← PrevPage 207 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