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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1450 of 2974 papers

TitleStatusHype
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs—0
Anchoring Path for Inductive Relation Prediction in Knowledge GraphsCode0
Relation-Aware Question Answering for Heterogeneous Knowledge GraphsCode0
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs—0
Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge GraphsCode0
FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion—0
M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge BaseCode0
Inductive Link Prediction in Knowledge Graphs using Path-based Neural NetworksCode0
Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction—0
KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs—0
GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews—0
NestE: Modeling Nested Relational Structures for Knowledge Graph ReasoningCode0
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue—0
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge GraphsCode0
Linguistic and Structural Basis of Engineering Design Knowledge—0
Vehicle Lane Change Prediction based on Knowledge Graph Embeddings and Bayesian Inference—0
KnowGPT: Knowledge Graph based Prompting for Large Language Models—0
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion—0
Finding Paths for Explainable MOOC Recommendation: A Learner PerspectiveCode0
Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction PredictionCode0
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs—0
Generating Explanations to Understand and Repair Embedding-based Entity AlignmentCode0
Scalable Knowledge Graph Construction and Inference on Human Genome Variants—0
Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking TechniqueCode0
Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language ModelsCode0
Large Knowledge Model: Perspectives and Challenges—0
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning—0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
Location Sensitive Embedding for Knowledge Graph Reasoning—0
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs—0
Semantic Parsing for Question Answering over Knowledge Graphs—0
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language PretrainingCode0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights—0
The WebCrow French Crossword Solver—0
AI-driven E-Liability Knowledge Graphs: A Comprehensive Framework for Supply Chain Carbon Accounting and Emissions Liability Management—0
Dynamic Fault Analysis in Substations Based on Knowledge Graphs—0
Towards a Gateway for Knowledge Graph Schemas Collection, Analysis, and Embedding—0
Exploring Naive Bayes Classifiers for Tabular Data to Knowledge Graph Matching—0
DREIFLUSS: A Minimalist Approach for Table Matching—0
Using Causal Threads to Explain Changes in a Dynamic System—0
Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor Factorization—0
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models—0
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?—0
LOKE: Linked Open Knowledge Extraction for Automated Knowledge Graph Construction—0
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge—0
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey—0
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning—0
Show:102550
← PrevPage 29 of 60Next →
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