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 1501–1550 of 2974 papers

TitleStatusHype
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation ExtractionCode0
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence—0
On Contrasting YAGO with GPT-J: An Experiment for Person-Related AttributesCode0
KAMEL : Knowledge Analysis with Multitoken Entities in Language ModelsCode0
Search to Pass Messages for Temporal Knowledge Graph CompletionCode1
Understanding Adverse Biological Effect Predictions Using Knowledge GraphsCode0
GammaE: Gamma Embeddings for Logical Queries on Knowledge GraphsCode0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation—0
Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts—0
Scaling Knowledge Graphs for Automating AI of Digital TwinsCode0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources—0
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
Adapters for Enhanced Modeling of Multilingual Knowledge and TextCode1
ReaRev: Adaptive Reasoning for Question Answering over Knowledge GraphsCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Generative Knowledge Graph Construction: A ReviewCode1
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
Context-driven Visual Object Recognition based on Knowledge Graphs—0
Transformer-based Entity Typing in Knowledge GraphsCode1
Knowledge-Enhanced Relation Extraction Dataset—0
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge GraphsCode4
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Efficient and Effective SPARQL Autocompletion on Very Large Knowledge GraphsCode2
Deep Bidirectional Language-Knowledge Graph PretrainingCode2
Joint Multilingual Knowledge Graph Completion and AlignmentCode1
Contrastive Language-Image Pre-Training with Knowledge Graphs—0
TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs—0
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs—0
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge RepresentationCode1
Inductive Logical Query Answering in Knowledge GraphsCode0
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained ModelsCode0
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension—0
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs—0
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training—0
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs—0
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link PredictionCode1
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document UnderstandingCode0
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs—0
DBkWik++ -- Multi Source Matching of Knowledge Graphs—0
Clustering Semantic Predicates in the Open Research Knowledge Graph—0
Transformer-based Subject Entity Detection in Wikipedia Listings—0
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models—0
The SocialDisNER shared task on detection of disease mentions in health-relevant content from social media: methods, evaluation, guidelines and corpora—0
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective—0
OpticE: A Coherence Theory-Based Model for Link Prediction—0
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding—0
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Show:102550
← PrevPage 31 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