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Knowledge Graphs

1534 directly classified papers

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Papers

Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022
Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022
Graph-based Dynamic Word Embeddings IJCAI 2022
Relational Triple Extraction: One Step is Enough IJCAI 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022
Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022
On Masked Language Models for Contextual Link Prediction ACL 2022
A Relation Extraction Dataset for Knowledge Extraction from Web Tables COLING 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022
Procedural Text Understanding via Scene-Wise Evolution AAAI 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022
Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022
A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022
Few-shot Relational Reasoning via Connection Subgraph Pretraining NIPS 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022
Generative Knowledge Graph Construction: A Review EMNLP 2022
AKB-48: A Real-World Articulated Object Knowledge Base CVPR 2022