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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Embedding Logical Queries on Knowledge Graphs NIPS 2018
Watch Your Step: Learning Node Embeddings via Graph Attention NIPS 2018
Expanding Holographic Embeddings for Knowledge Completion NIPS 2018
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs NAACL 2018
Variational Knowledge Graph Reasoning NAACL 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018
Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types NAACL 2018
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents SEMEVAL 2018
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SEMEVAL 2018
Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge SEMEVAL 2018
Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018
Knowledge Graph Embedding with Numeric Attributes of Entities ACL 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018
A Web-scale system for scientific knowledge exploration ACL 2018
Jointly Embedding Entities and Text with Distant Supervision ACL 2018
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion COLING 2018
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations COLING 2018
Scene Graph Parsing as Dependency Parsing NAACL 2018
Neural Tensor Networks with Diagonal Slice Matrices NAACL 2018
Global Relation Embedding for Relation Extraction NAACL 2018
Variational Network Inference: Strong and Stable with Concrete Support ICML 2018