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 1571–1580 of 2974 papers

Title	Date	Tasks	Status
Biomedical Knowledge Graph Embeddings with Negative Statements	Aug 7, 2023	Graph EmbeddingGraph Representation Learning	CodeCode Available
Decision Knowledge Graphs: Construction of and Usage in Question Answering for Clinical Practice Guidelines	Aug 6, 2023	Knowledge GraphsQuestion Answering	—Unverified
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text	Aug 4, 2023	Fact CheckingGraph Generation	CodeCode Available
Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring	Aug 4, 2023	Knowledge Graphs	—Unverified
Interleaving GANs with knowledge graphs to support design creativity for book covers	Aug 3, 2023	Knowledge Graphs	CodeCode Available
Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc	Jul 31, 2023	Knowledge Graphs	—Unverified
A Modular Ontology for MODS -- Metadata Object Description Schema	Jul 31, 2023	Knowledge GraphsObject	—Unverified
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs	Jul 30, 2023	Knowledge GraphsQuestion Answering	—Unverified
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks	Jul 30, 2023	Dataset GenerationKnowledge Graphs	—Unverified
Dialogue Shaping: Empowering Agents through NPC Interaction	Jul 28, 2023	Knowledge Graphsreinforcement-learning	—Unverified

Show:10 25 50

← PrevPage 158 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