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

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Showing 1901–1925 of 2974 papers

TitleStatusHype
A Review of Knowledge Graph Completion—0
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models—0
Jointly Learning Propagating Features on the Knowledge Graph for Movie RecommendationCode0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
Utilizing Language Models to Expand Vision-Based Commonsense Knowledge GraphsCode0
Knowledge Graph Curation: A Practical Framework—0
Getting Quechua Closer to Final Users through Knowledge Graphs—0
Steps to Knowledge Graphs Quality Assessment—0
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs—0
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion—0
An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs—0
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs—0
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge GraphsCode0
Engineering Semantic Communication: A Survey—0
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations—0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations—0
Recognizing and Extracting Cybersecurtity-relevant Entities from Text—0
Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering—0
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions—0
AutoWeird: Weird Translational Scoring Function Identified by Random Search—0
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs—0
Duplicate Detection as a Service—0
Efficient Dependency Analysis for Rule-Based OntologiesCode0
On a Generalized Framework for Time-Aware Knowledge Graphs—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