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 19512000 of 2974 papers

TitleStatusHype
Context Graph0
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs0
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems0
MPRM: A Markov Path-based Rule Miner for Efficient and Interpretable Knowledge Graph Reasoning0
Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure0
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training0
Topic Modeling and Link-Prediction for Material Property Discovery0
Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications0
MuCo-KGC: Multi-Context-Aware Knowledge Graph Completion0
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings0
TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs0
AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification0
Multi-Document Financial Question Answering using LLMs0
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights0
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks0
TorusE: Knowledge Graph Embedding on a Lie Group0
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network0
Visualizing and Curating Knowledge Graphs over Time and Space0
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering0
Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?0
Biographical: A Semi-Supervised Relation Extraction Dataset0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models0
Att-KGCN: Tourist Attractions Recommendation System by using Attention mechanism and Knowledge Graph Convolution Network0
Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction0
Toward Knowledge-Enriched Conversational Recommendation Systems0
Multilingual Vector Representations of Words, Sentences, and Documents0
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion0
Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs0
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model0
Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts0
Multi-modal Entity Alignment in Hyperbolic Space0
Bias in Conversational Search: The Double-Edged Sword of the Personalized Knowledge Graph0
Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs0
Multi-Modal Knowledge Graph Construction and Application: A Survey0
Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts0
3D Scene Graph Prediction on Point Clouds Using Knowledge Graphs0
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs0
Multimodal Reasoning with Multimodal Knowledge Graph0
Multimodal Relational Triple Extraction with Query-based Entity Object Transformer0
Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News0
Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)0
Multiple Knowledge GraphDB (MKGDB)0
Beyond Prediction -- Structuring Epistemic Integrity in Artificial Reasoning Systems0
Towards a Gateway for Knowledge Graph Schemas Collection, Analysis, and Embedding0
Multi-source Education Knowledge Graph Construction and Fusion for College Curricula0
Towards a Knowledge Graph based Speech Interface0
Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application0
Beyond Entity Alignment: Towards Complete Knowledge Graph Alignment via Entity-Relation Synergy0
Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs0
Towards a Knowledge Graph for Teaching Knowledge Graphs0
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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