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 2101–2125 of 2974 papers

TitleStatusHype
VerifAI: Verified Generative AI—0
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment—0
VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph—0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Visualizing and Curating Knowledge Graphs over Time and Space—0
Visual Traffic Knowledge Graph Generation from Scene Images—0
VITA: Versatile Time Representation Learning for Temporal Hyper-Relational Knowledge Graphs—0
Voice-Based Conversational Agents and Knowledge Graphs for Improving News Search in Assisted Living—0
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering—0
WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows—0
Walk this Way! Entity Walks and Property Walks for RDF2vec—0
WawPart: Workload-Aware Partitioning of Knowledge Graphs—0
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph—0
WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition—0
Weakly-supervised Contextualization of Knowledge Graph Facts—0
Weakly-supervised Knowledge Graph Alignment with Adversarial Learning—0
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs—0
What can knowledge graph alignment gain with Neuro-Symbolic learning approaches?—0
What if Red Can Talk? Dynamic Dialogue Generation Using Large Language Models—0
What relations are reliably embeddable in Euclidean space?—0
Which Knowledge Graph Is Best for Me?—0
Who is this Explanation for? Human Intelligence and Knowledge Graphs for eXplainable AI—0
Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction—0
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems—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