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 1001–1025 of 2974 papers

TitleStatusHype
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs—0
Fair comparison of knowledge graphs for question answering—0
Fairness-Aware Explainable Recommendation over Knowledge Graphs—0
Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Domain Adaptation for Large-Vocabulary Object Detectors—0
Biographical: A Semi-Supervised Relation Extraction Dataset—0
DOLORES: Deep Contextualized Knowledge Graph Embeddings—0
Complexity of Arithmetic in Warded Datalog+-—0
Do Larger Language Models Imply Better Reasoning? A Pretraining Scaling Law for Reasoning—0
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors—0
Fast Knowledge Graph Completion using Graphics Processing Units—0
Do KG-augmented Models Leverage Knowledge as Humans Do?—0
An Online Question Answering System based on Sub-graph Searching—0
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion—0
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?—0
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs—0
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods—0
Federated Knowledge Graph Unlearning via Diffusion Model—0
FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion—0
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model—0
Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information—0
Graph Agent: Explicit Reasoning Agent for Graphs—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations—0
Show:102550
← PrevPage 41 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