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 2126–2150 of 2974 papers

TitleStatusHype
Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks—0
Winning Solution For Meta KDD Cup' 24—0
Word Embedding Evaluation Datasets and Wikipedia Title Embedding for Chinese—0
Word Sense Disambiguation as a Game of Neurosymbolic Darts—0
Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering—0
Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development—0
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs—0
Zero-Shot Learning with Common Sense Knowledge Graphs—0
Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics—0
ZOGRASCOPE: A New Benchmark for Property Graphs—0
KERMIT - A Transformer-Based Approach for Knowledge Graph Matching—0
Keynote: Graph-based Approaches for Spoken Language Understanding—0
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings—0
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph—0
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling—0
KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering—0
KGConv, a Conversational Corpus grounded in Wikidata—0
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models—0
KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs—0
KGEval: Estimating Accuracy of Automatically Constructed Knowledge Graphs—0
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation—0
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion—0
KG-Hub -- Building and Exchanging Biological Knowledge Graphs—0
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
Show:102550
← PrevPage 86 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