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 1651–1675 of 2974 papers

TitleStatusHype
Knowledge Modelling and Active Learning in Manufacturing—0
Knowledge-Powered Recommendation for an Improved Diet Water Footprint—0
Knowledge Questions from Knowledge Graphs—0
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules—0
Knowledge Representation in Graphs using Convolutional Neural Networks—0
Knowledge Representation Learning with Contrastive Completion Coding—0
Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs—0
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs—0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
Knowledge Transfer with Medical Language Embeddings—0
KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs—0
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs—0
Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering—0
VEL: A Formally Verified Reasoner for OWL2 EL Profile—0
KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition—0
KompaRe: A Knowledge Graph Comparative Reasoning System—0
Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc—0
KORE 50\^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata, and Crunchbase—0
Combining Embedding-Based and Semantic-Based Models for Post-hoc Explanations in Recommender Systems—0
KPT: Keyword-guided Pre-training for Grounded Dialog Generation—0
Combination of Unified Embedding Model and Observed Features for Knowledge Graph Completion—0
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment—0
KSG: Knowledge and Skill Graph—0
Collective Knowledge Graph Completion with Mutual Knowledge Distillation—0
KVQA: Knowledge-Aware Visual Question Answering—0
Show:102550
← PrevPage 67 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