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

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Showing 801–850 of 2974 papers

TitleStatusHype
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning—0
Efficient Knowledge Infusion via KG-LLM Alignment—0
Dynamic Few-Shot Learning for Knowledge Graph Question Answering—0
Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis—0
AceKG: A Large-scale Knowledge Graph for Academic Data Mining—0
Efficient Relational Context Perception for Knowledge Graph Completion—0
Building FKG.in: a Knowledge Graph for Indian Food—0
Dynamic Fault Analysis in Substations Based on Knowledge Graphs—0
Building Interoperable Electronic Health Records as Purpose-Driven Knowledge Graphs—0
Efficient support ticket resolution using Knowledge Graphs—0
Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs—0
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs—0
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents—0
A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid—0
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling—0
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia—0
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph—0
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source—0
Embedding Knowledge Graphs Based on Transitivity and Antisymmetry of Rules—0
Embedding Knowledge Graphs in Degenerate Clifford Algebras—0
DURENDAL: Graph deep learning framework for temporal heterogeneous networks—0
Duplicate Detection as a Service—0
Embedding Models for Episodic Knowledge Graphs—0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models—0
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