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 21512200 of 2974 papers

TitleStatusHype
KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs0
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs0
KG-MDL: Mining Graph Patterns in Knowledge Graphs with the MDL Principle0
KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning0
KG-RAG: Bridging the Gap Between Knowledge and Creativity0
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods0
KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks0
KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph0
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction0
KGvec2go -- Knowledge Graph Embeddings as a Service0
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment0
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding0
Knowledge-Induced Medicine Prescribing Network for Medication Recommendation0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation0
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph0
KNOW: A Real-World Ontology for Knowledge Capture with Large Language Models0
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning0
KnowGPT: Knowledge Graph based Prompting for Large Language Models0
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion0
Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation0
Knowledge-based Biomedical Data Science 20190
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning0
Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation0
Knowledge-based Refinement of Scientific Publication Knowledge Graphs0
Knowledge-based Review Generation by Coherence Enhanced Text Planning0
Knowledge Based Template Machine Translation In Low-Resource Setting0
Knowledge Based Template Machine Translation In Low-Resource Setting0
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph0
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation0
Knowledge-enhanced Agents for Interactive Text Games0
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling0
Knowledge Enhanced Embedding: Improve Model Generalization Through Knowledge Graphs0
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs0
Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy0
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball0
Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images0
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries0
Knowledge Graph and Text Jointly Embedding0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation0
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning0
Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs0
Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling0
Knowledge Graph Curation: A Practical Framework0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces0
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy0
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties0
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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