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 826–850 of 2974 papers

TitleStatusHype
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling—0
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona—0
Linguistic and Structural Basis of Engineering Design Knowledge—0
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey—0
Empowering Agentic Video Analytics Systems with Video Language Models—0
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs—0
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph—0
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts—0
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa—0
Filling a Knowledge Graph with a Crowd—0
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules—0
Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective—0
Enabling Roll-up and Drill-down Operations in News Exploration with Knowledge Graphs for Due Diligence and Risk Management—0
CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations—0
End-to-end argumentation knowledge graph construction—0
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs—0
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs—0
End-to-End Learning for Answering Structured Queries Directly over Text—0
Capturing Knowledge Graphs and Rules with Octagon Embeddings—0
Carbon Figures of Merit Knowledge Creation with a Hybrid Solution and Carbon Tables API—0
End-to-End Video Classification with Knowledge Graphs—0
Engineering Knowledge Graph from Patent Database—0
Engineering Semantic Communication: A Survey—0
Enhanced Knowledge Graphs Using Typed Entailment Graphs—0
From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle—0
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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