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

Showing 801850 of 2974 papers

TitleStatusHype
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning0
Efficient Knowledge Infusion via KG-LLM Alignment0
Dynamic Few-Shot Learning for Knowledge Graph Question Answering0
Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis0
AceKG: A Large-scale Knowledge Graph for Academic Data Mining0
Efficient Relational Context Perception for Knowledge Graph Completion0
Building FKG.in: a Knowledge Graph for Indian Food0
Dynamic Fault Analysis in Substations Based on Knowledge Graphs0
Building Interoperable Electronic Health Records as Purpose-Driven Knowledge Graphs0
Efficient support ticket resolution using Knowledge Graphs0
Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs0
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs0
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents0
A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid0
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling0
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia0
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph0
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source0
Embedding Knowledge Graphs Based on Transitivity and Antisymmetry of Rules0
Embedding Knowledge Graphs in Degenerate Clifford Algebras0
DURENDAL: Graph deep learning framework for temporal heterogeneous networks0
Duplicate Detection as a Service0
Embedding Models for Episodic Knowledge Graphs0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance0
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models0
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling0
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona0
Linguistic and Structural Basis of Engineering Design Knowledge0
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey0
Empowering Agentic Video Analytics Systems with Video Language Models0
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs0
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph0
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts0
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa0
Filling a Knowledge Graph with a Crowd0
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules0
Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective0
Enabling Roll-up and Drill-down Operations in News Exploration with Knowledge Graphs for Due Diligence and Risk Management0
CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations0
End-to-end argumentation knowledge graph construction0
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs0
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs0
End-to-End Learning for Answering Structured Queries Directly over Text0
Capturing Knowledge Graphs and Rules with Octagon Embeddings0
Carbon Figures of Merit Knowledge Creation with a Hybrid Solution and Carbon Tables API0
End-to-End Video Classification with Knowledge Graphs0
Engineering Knowledge Graph from Patent Database0
Engineering Semantic Communication: A Survey0
Enhanced Knowledge Graphs Using Typed Entailment Graphs0
From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MarT_MKGformerMRR0.34Unverified
2MKGformerMRR0.32Unverified
3MarT_FLAVAMRR0.29Unverified
4ViLBERTMRR0.29Unverified
5IKRL (ANALOGY)MRR0.28Unverified
6IKRLMRR0.27Unverified
7ViLTMRR0.26Unverified
8TransAEMRR0.22Unverified
#ModelMetricClaimedVerifiedStatus
1WorldformerSet accuracy39.15Unverified
2Q*BERTSet accuracy32.78Unverified
3GATA-WSet accuracy24.06Unverified
4WorldformerSet accuracy23.22Unverified
5Seq2SeqSet accuracy14.29Unverified
6RulesSet accuracy4.7Unverified
#ModelMetricClaimedVerifiedStatus
1TransE-ConcatTest MRR85.48Unverified
2ComplEx-ConcatTest MRR0.86Unverified
3ComplEx-RoBERTaTest MRR0.72Unverified
4TransE-RoBERTaTest MRR0.63Unverified
#ModelMetricClaimedVerifiedStatus
1COMPLEXMRR0.59Unverified