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 1751–1775 of 2974 papers

TitleStatusHype
AWAPart: Adaptive Workload-Aware Partitioning of Knowledge Graphs—0
The Digitalization of Bioassays in the Open Research Knowledge GraphCode0
WawPart: Workload-Aware Partitioning of Knowledge Graphs—0
Augmenting Knowledge Graphs for Better Link PredictionCode0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings—0
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue SystemsCode1
BIOS: An Algorithmically Generated Biomedical Knowledge Graph—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding AggregationCode1
Knowledge Graph Embedding Methods for Entity Alignment: An Experimental ReviewCode1
Multimodal Learning on Graphs for Disease Relation ExtractionCode1
Personal Knowledge Graphs: Use Cases in e-learning Platforms—0
TegTok: Augmenting Text Generation via Task-specific and Open-world KnowledgeCode0
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge GraphsCode3
Neural Theorem Provers Delineating Search Area Using RNN—0
WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition—0
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsCode1
Ensemble Semi-supervised Entity Alignment via Cycle-teachingCode0
Semi-constraint Optimal Transport for Entity Alignment with Dangling CasesCode1
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity DetectionCode1
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
ModulE: Module Embedding for Knowledge Graphs—0
Scaling R-GCN Training with Graph Summarization—0
Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning—0
Show:102550
← PrevPage 71 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