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 1541–1550 of 2974 papers

Title	Date	Tasks	Status
DBkWik++ -- Multi Source Matching of Knowledge Graphs	Oct 6, 2022	Knowledge Graphs	—Unverified
Clustering Semantic Predicates in the Open Research Knowledge Graph	Oct 5, 2022	Clusteringgraph construction	—Unverified
Transformer-based Subject Entity Detection in Wikipedia Listings	Oct 4, 2022	Knowledge GraphsQuestion Answering	—Unverified
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models	Oct 1, 2022	Automated Theorem ProvingInformation Retrieval	—Unverified
The SocialDisNER shared task on detection of disease mentions in health-relevant content from social media: methods, evaluation, guidelines and corpora	Oct 1, 2022	Knowledge GraphsPharmacovigilance	—Unverified
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective	Oct 1, 2022	Data AugmentationKnowledge Graph Completion	—Unverified
OpticE: A Coherence Theory-Based Model for Link Prediction	Oct 1, 2022	Knowledge GraphsLink Prediction	—Unverified
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding	Oct 1, 2022	Gaussian ProcessesKnowledge Graph Completion	—Unverified
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs	Oct 1, 2022	Entity TypingKnowledge Graphs	—Unverified
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space	Oct 1, 2022	Computational EfficiencyGraph Embedding	—Unverified

Show:10 25 50

← PrevPage 155 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