Knowledge Graph Embedding: A Survey of Approaches and Applications
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- Type
- article
- Published
- 2017-12-01
- Cited by
- 2,606
- References
- 134
- OpenAlex
- https://openalex.org/W2759136286
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:19135805
Keywords
Computer science, Embedding, Relation (database), Variety (cybernetics), Relationship extraction
References
- A semantic matching energy function for learning with multi-relational data
- A short introduction to probabilistic soft logic
- A Three-Way Model for Collective Learning on Multi-Relational Data
- Modeling Relation Paths for Representation Learning of Knowledge Bases
- Using Semantics and Statistics to Turn Data into Knowledge
- Toward an Architecture for Never-Ending Language Learning
- A Review of Relational Machine Learning for Knowledge Graphs
- Embedding Entities and Relations for Learning and Inference in Knowledge Bases
- DBpedia - A large-scale, multilingual knowledge base extracted from Wikipedia
- Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
- Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
- Logistic Tensor Factorization for Multi-Relational Data
- Bipartite network projection and personal recommendation.
- Question Answering with Subgraph Embeddings
- Improving neural networks by preventing co-adaptation of feature detectors
- Traversing Knowledge Graphs in Vector Space
- Some mathematical notes on three-mode factor analysis
- Markov logic networks
- Boolean Tensor Factorizations
- A Stochastic Approximation Method
Cited by
- Database Meets Deep Learning: Challenges and Opportunities
- The Semantic Web identity crisis: In search of the trivialities that never were
- An overview of embedding models of entities and relationships for knowledge base completion
- Attentive Path Combination for Knowledge Graph Completion
- Detection of Relation Assertion Errors in Knowledge Graphs
- SimplE Embedding for Link Prediction in Knowledge Graphs
- Inferring Missing Categorical Information in Noisy and Sparse Web Markup
- RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems
- A Knowledge Base Completion Model Based on Path Feature Learning
- Knowledge Graph in Smart Education: A Case Study of Entrepreneurship Scientific Publication Management
- Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks
- A Walk-based Model on Entity Graphs for Relation Extraction
- Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder
- Improving Knowledge Graph Embedding Using Simple Constraints
- Learning Entity and Relation Embeddings with Entity Description for Knowledge Graph Completion
- From Knowledge Graph Embedding to Ontology Embedding: Region Based Representations of Relational Structures
- A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning
- Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference
- TrQuery: An Embedding-based Framework for Recommanding SPARQL Queries
- Knowledge-Based Distant Regularization in Learning Probabilistic Models
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