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 16511700 of 2974 papers

TitleStatusHype
Not just about size - A Study on the Role of Distributed Word Representations in the Analysis of Scientific Publications0
NSEEN: Neural Semantic Embedding for Entity Normalization0
Observed versus latent features for knowledge base and text inference0
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models0
OEKG: The Open Event Knowledge Graph0
On2Vec: Embedding-based Relation Prediction for Ontology Population0
On a Generalized Framework for Time-Aware Knowledge Graphs0
On Bob Dylan: A Computational Perspective0
One-shot Learning for Temporal Knowledge Graphs0
On Event-Driven Knowledge Graph Completion in Digital Factories0
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs0
On Immutable Memory Systems for Artificial Agents: A Blockchain-Indexed Automata-Theoretic Framework Using ECDH-Keyed Merkle Chains0
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL0
Online Knowledge Integration for 3D Semantic Mapping: A Survey0
On Masked Language Models for Contextual Link Prediction0
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs0
On the Capabilities of Pointer Networks for Deep Deductive Reasoning0
On the Evolution of Knowledge Graphs: A Survey and Perspective0
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding0
On the Potential of Artificial Intelligence Chatbots for Data Exploration of Federated Bioinformatics Knowledge Graphs0
On the Relationship between Shy and Warded Datalog+/-0
On the Use of Entity Embeddings from Pre-Trained Language Models for Knowledge Graph Completion0
Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines0
Ontologies in Digital Twins: A Systematic Literature Review0
Ontology-enhanced Prompt-tuning for Few-shot Learning0
Ontology Population using LLMs0
OpenAg: Democratizing Agricultural Intelligence0
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs0
Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion0
Open-domain Factoid Question Answering via Knowledge Graph Search0
Open-Domain Question Answering with Pre-Constructed Question Spaces0
Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge0
Open-World Visual Recognition Using Knowledge Graphs0
OpticE: A Coherence Theory-Based Model for Link Prediction0
Optimization of Retrieval Algorithms on Large Scale Knowledge Graphs0
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning0
Order Matters: Matching Multiple Knowledge Graphs0
Out-of-Sample Representation Learning for Knowledge Graphs0
Pairing Conceptual Modeling with Machine Learning0
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge0
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion0
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering0
Patient-Centric Knowledge Graphs: A Survey of Current Methods, Challenges, and Applications0
Pattern-based design applied to cultural heritage knowledge graphs0
Pattern-based Visualization of Knowledge Graphs0
Pattern Recognition and Event Detection on IoT Data-streams0
PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking0
PeCoQ: A Dataset for Persian Complex Question Answering over Knowledge Graph0
PerKGQA: Question Answering over Personalized Knowledge Graphs0
Personal Health Knowledge Graphs for Patients0
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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