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

Showing 24512500 of 2974 papers

TitleStatusHype
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge GraphsCode0
High-throughput relation extraction algorithm development associating knowledge articles and electronic health records0
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge GraphsCode0
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems0
More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph EmbeddingsCode0
PNEL: Pointer Network based End-To-End Entity Linking over Knowledge GraphsCode0
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering0
All About Knowledge Graphs for Actions0
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce0
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering0
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning0
Challenges of Linking Organizational Information in Open Government Data to Knowledge GraphsCode0
HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation0
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyCode0
Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation0
A Survey on Graph Neural Networks for Knowledge Graph Completion0
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary studyCode0
Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph0
Coronavirus Knowledge Graph: A Case Study0
Exploration and Discovery of the COVID-19 Literature through Semantic Visualization0
Logical Separability of Labeled Data Examples under Ontologies0
Software Engineering Event Modeling using Relative Time in Temporal Knowledge Graphs0
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation0
TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear SubspacesCode0
Discovering Knowledge Graph Schema from Short Natural Language Text via Dialog0
Mobile Link Prediction: Automated Creation and Crowd-sourced Validation of Knowledge Graphs0
Adversarial Learning for Debiasing Knowledge Graph Embeddings0
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge GraphsCode0
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types0
MALOnt: An Ontology for Malware Threat IntelligenceCode0
Proceedings of the KG-BIAS Workshop 2020 at AKBC 20200
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention0
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs0
Consolidating Commonsense Knowledge0
5* Knowledge Graph Embeddings with Projective Transformations0
Fairness-Aware Explainable Recommendation over Knowledge Graphs0
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge0
Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph EmbeddingsCode0
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding0
Open-Domain Question Answering with Pre-Constructed Question Spaces0
Question Answering on Scholarly Knowledge Graphs0
DEFT 2020 - Extraction d'information fine dans les donn\'ees cliniques : terminologies sp\'ecialis\'ees et graphes de connaissance (Fine-grained Information Extraction in Clinical Data : Dedicated Terminologies and Knowledge Graphs )0
Who is this Explanation for? Human Intelligence and Knowledge Graphs for eXplainable AI0
Degree-Aware Alignment for Entities in TailCode0
NagE: Non-Abelian Group Embedding for Knowledge Graphs0
Drug repurposing prediction for COVID-19 using probabilistic networks and crowdsourced curation0
Requirements Analysis for an Open Research Knowledge Graph0
Benchmarking neural embeddings for link prediction in knowledge graphs under semantic and structural changesCode0
R2RML and RML Comparison for RDF Generation, their Rules Validation and Inconsistency Resolution0
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases0
Show:102550
← PrevPage 50 of 60Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MarT_MKGformerMRR0.34Unverified
2MKGformerMRR0.32Unverified
3MarT_FLAVAMRR0.29Unverified
4ViLBERTMRR0.29Unverified
5IKRL (ANALOGY)MRR0.28Unverified
6IKRLMRR0.27Unverified
7ViLTMRR0.26Unverified
8TransAEMRR0.22Unverified
#ModelMetricClaimedVerifiedStatus
1WorldformerSet accuracy39.15Unverified
2Q*BERTSet accuracy32.78Unverified
3GATA-WSet accuracy24.06Unverified
4WorldformerSet accuracy23.22Unverified
5Seq2SeqSet accuracy14.29Unverified
6RulesSet accuracy4.7Unverified
#ModelMetricClaimedVerifiedStatus
1TransE-ConcatTest MRR85.48Unverified
2ComplEx-ConcatTest MRR0.86Unverified
3ComplEx-RoBERTaTest MRR0.72Unverified
4TransE-RoBERTaTest MRR0.63Unverified
#ModelMetricClaimedVerifiedStatus
1COMPLEXMRR0.59Unverified