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 1501–1525 of 2974 papers

TitleStatusHype
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs—0
Tailor knowledge graph for query understanding: linking intent topics by propagation—0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
KGvec2go -- Knowledge Graph Embeddings as a Service—0
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment—0
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models—0
Talking like Piping and Instrumentation Diagrams (P&IDs)—0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks—0
Knowledge-Induced Medicine Prescribing Network for Medication Recommendation—0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation—0
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph—0
Constructing and Interpreting Causal Knowledge Graphs from News—0
Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database—0
Talking to GDELT Through Knowledge Graphs—0
KNOW: A Real-World Ontology for Knowledge Capture with Large Language Models—0
Task2KB: A Public Task-Oriented Knowledge Base—0
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning—0
KnowGPT: Knowledge Graph based Prompting for Large Language Models—0
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering—0
Consolidating Commonsense Knowledge—0
Conformalized Answer Set Prediction for Knowledge Graph Embedding—0
Variational Knowledge Graph Reasoning—0
Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation—0
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion—0
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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