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 2591–2600 of 2974 papers

Title	Date	Tasks	Status
LLMs Plagiarize: Ensuring Responsible Sourcing of Large Language Model Training Data Through Knowledge Graph Comparison	Jul 2, 2024	Knowledge GraphsLanguage Modeling	—Unverified
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion	Feb 15, 2024	graph constructionGraph Embedding	—Unverified
Enterprise Use Cases Combining Knowledge Graphs and Natural Language Processing	Apr 1, 2024	Knowledge GraphsManagement	—Unverified
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?	Nov 15, 2023	Knowledge Graph CompletionKnowledge Graphs	—Unverified
Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies	May 18, 2022	BenchmarkingEntity Alignment	—Unverified
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods	Jul 1, 2022	Knowledge GraphsMemorization	—Unverified
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs	Oct 10, 2022	Knowledge GraphsQuestion Answering	—Unverified
Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer	May 18, 2022	Entity AlignmentKnowledge Graphs	—Unverified
Do as I can, not as I get	Jun 17, 2023	Knowledge GraphsMulti-modal Knowledge Graph	—Unverified
Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web	Mar 29, 2021	Entity EmbeddingsGraph Learning	—Unverified

Show:10 25 50

← PrevPage 260 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