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 1776–1800 of 2974 papers

TitleStatusHype
Real-time Spatial Retrieval Augmented Generation for Urban Environments—0
Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs—0
Reasoning Inconsistencies and How to Mitigate Them in Deep Learning—0
Reasoning over Multi-view Knowledge Graphs—0
Reasoning Over Paths via Knowledge Base Completion—0
ReasonPlanner: Enhancing Autonomous Planning in Dynamic Environments with Temporal Knowledge Graphs and LLMs—0
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge—0
RECAP-KG: Mining Knowledge Graphs from Raw GP Notes for Remote COVID-19 Assessment in Primary Care—0
RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?—0
Recognizing and Extracting Cybersecurtity-relevant Entities from Text—0
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation—0
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs—0
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs—0
Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval—0
REFRACTIVE: An Open Source Tool to Extract Knowledge from Syntactic and Semantic Relations—0
Rehearsing Answers to Probable Questions with Perspective-Taking—0
Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs—0
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation—0
RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification—0
Relation Adversarial Network for Low Resource Knowledge Graph Completion—0
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding—0
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks—0
Relational Models—0
Representation Learning for Dynamic Graphs: A Survey—0
Relational representation learning with spike trains—0
Show:102550
← PrevPage 72 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