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 1051–1075 of 2974 papers

TitleStatusHype
Distilling Relation Embeddings from Pre-trained Language Models—0
Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs (Technical Report)—0
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning—0
Guided Generation of Cause and Effect—0
Distilling Relation Embeddings from Pretrained Language Models—0
Distilling Causal Metaknowledge from Massive Knowledge Graph—0
Beyond Prediction -- Structuring Epistemic Integrity in Artificial Reasoning Systems—0
An evaluation of template and ML-based generation of user-readable text from a knowledge graph—0
Beyond Entity Alignment: Towards Complete Knowledge Graph Alignment via Entity-Relation Synergy—0
Adversarial Contrastive Estimation—0
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning—0
Disentangled Action Recognition with Knowledge Bases—0
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions—0
An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice—0
Grounding LLM Reasoning with Knowledge Graphs—0
BERTologyNavigator: Advanced Question Answering with BERT-based Semantics—0
Discovering Technology Gaps using the IntSight Knowledge Navigator—0
A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs—0
Discovering Knowledge Graph Schema from Short Natural Language Text via Dialog—0
Discovering Implicational Knowledge in Wikidata—0
Grid-Based Projection of Spatial Data into Knowledge Graphs—0
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models—0
Discovering Fine-Grained Semantics in Knowledge Graph Relations—0
Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize—0
BERT-based knowledge extraction method of unstructured domain text—0
Show:102550
← PrevPage 43 of 119Next →
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