SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1451–1475 of 2974 papers

TitleStatusHype
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context—0
Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation—0
A High Precision Pipeline for Financial Knowledge Graph Construction—0
GraphOracle: A Foundation Model for Knowledge Graph Reasoning—0
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models—0
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge—0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration—0
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models—0
Enhancing Data Integrity through Provenance Tracking in Semantic Web Frameworks—0
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs—0
A RAG Approach for Generating Competency Questions in Ontology Engineering—0
Enhancing Clinical Evidence Recommendation with Multi-Channel Heterogeneous Learning on Evidence Graphs—0
Causal Claims in Economics—0
EnhancE：Enhanced Entity and Relation Embedding for Knowledge Hypergraph Link Prediction—0
CaRe: Open Knowledge Graph Embeddings—0
A Probit Tensor Factorization Model For Relational Learning—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Enhanced Knowledge Graphs Using Typed Entailment Graphs—0
Engineering Semantic Communication: A Survey—0
Engineering Knowledge Graph from Patent Database—0
Cardinality Estimation on Hyper-relational Knowledge Graphs—0
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods—0
NagE: Non-Abelian Group Embedding for Knowledge Graphs—0
End-to-End Video Classification with Knowledge Graphs—0
Carbon Figures of Merit Knowledge Creation with a Hybrid Solution and Carbon Tables API—0
Show:102550
← PrevPage 59 of 119Next →
All datasetsMARS (Multimodal Analogical Reasoning dataSet)JerichoWorldWikiKG90M-LSCFB15k

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MarT_MKGformerMRR0.34—Unverified
2MKGformerMRR0.32—Unverified
3MarT_FLAVAMRR0.29—Unverified
4ViLBERTMRR0.29—Unverified
5IKRL (ANALOGY)MRR0.28—Unverified
6IKRLMRR0.27—Unverified
7ViLTMRR0.26—Unverified
8TransAEMRR0.22—Unverified
#ModelMetricClaimedVerifiedStatus
1WorldformerSet accuracy39.15—Unverified
2Q*BERTSet accuracy32.78—Unverified
3GATA-WSet accuracy24.06—Unverified
4WorldformerSet accuracy23.22—Unverified
5Seq2SeqSet accuracy14.29—Unverified
6RulesSet accuracy4.7—Unverified
#ModelMetricClaimedVerifiedStatus
1TransE-ConcatTest MRR85.48—Unverified
2ComplEx-ConcatTest MRR0.86—Unverified
3ComplEx-RoBERTaTest MRR0.72—Unverified
4TransE-RoBERTaTest MRR0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1COMPLEXMRR0.59—Unverified