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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment IJCAI 2019
KnowledgeNet: A Benchmark Dataset for Knowledge Base Population EMNLP 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
Reasoning Over Paths via Knowledge Base Completion EMNLP 2019
Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019
Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs IJCAI 2019
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment IJCNLP 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction EMNLP 2019
Automatic Taxonomy Induction and Expansion EMNLP 2019
Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019
Augmenting and Tuning Knowledge Graph Embeddings UAI 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning EMNLP 2019
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss IJCNLP 2019
Extracting Common Inference Patterns from Semi-Structured Explanations EMNLP 2019
Fact Discovery from Knowledge Base via Facet Decomposition NAACL 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs IJCNLP 2019
TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP 2019
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss EMNLP 2019
Cautious Rule-Based Collective Inference IJCAI 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP 2019
Learning Relational Representations by Analogy using Hierarchical Siamese Networks NAACL 2019
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning IJCAI 2019