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 1376–1400 of 2974 papers

TitleStatusHype
A set of semantic data flow diagrams and its security analysis based on ontologies and knowledge graphsCode0
NASA Science Mission Directorate Knowledge Graph Discovery—0
IMF: Interactive Multimodal Fusion Model for Link PredictionCode1
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report GenerationCode1
WikiCoder: Learning to Write Knowledge-Powered CodeCode1
LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Sparse and Local Networks for Hypergraph Reasoning—0
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing—0
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges—0
Structure Pretraining and Prompt Tuning for Knowledge Graph TransferCode1
Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language ModelsCode1
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data ScienceCode1
Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural NetworksCode0
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionCode1
A Universal Question-Answering Platform for Knowledge GraphsCode1
OEKG: The Open Event Knowledge Graph—0
Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation—0
Diversity matters: Robustness of bias measurements in WikidataCode0
PyReason: Software for Open World Temporal LogicCode2
Sequential Query Encoding For Complex Query Answering on Knowledge GraphsCode1
Linking Streets in OpenStreetMap to Persons in Wikidata—0
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering—0
KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance PredictionCode0
Show:102550
← PrevPage 56 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