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 2551–2575 of 2974 papers

TitleStatusHype
Engineering Knowledge Graph from Patent Database—0
Engineering Semantic Communication: A Survey—0
Enhanced Knowledge Graphs Using Typed Entailment Graphs—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
EnhancE：Enhanced Entity and Relation Embedding for Knowledge Hypergraph Link Prediction—0
Semantic Association Rule Learning from Time Series Data and Knowledge Graphs—0
Enhancing Clinical Evidence Recommendation with Multi-Channel Heterogeneous Learning on Evidence Graphs—0
Domain-specific Knowledge Graphs: A survey—0
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs—0
Enhancing Data Integrity through Provenance Tracking in Semantic Web Frameworks—0
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models—0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge—0
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models—0
Domain Adaptation for Large-Vocabulary Object Detectors—0
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context—0
Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling—0
Enhancing Knowledge Graph Construction Using Large Language Models—0
DOLORES: Deep Contextualized Knowledge Graph Embeddings—0
Semantic Communication Enhanced by Knowledge Graph Representation Learning—0
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation—0
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph—0
Show:102550
← PrevPage 103 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