A deep embedding model for knowledge graph completion based on attention mechanism

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

Translating embeddings for modeling multi-relational data

Antoine Bordes, Nicolas Usunier · 2015 · 5.2K citations · Full text

Freebase

Kurt Bollacker, Colin Evans, Praveen Paritosh et al. · 2008 · 4.9K citations

Metaweb Query Language, Engineering, Information Retrieval +15

Knowledge Graph Embedding by Translating on Hyperplanes

Zhen Wang, Jianwen Zhang, Jianlin Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 3.7K citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

Natural Language Processing, Engineering, Knowledge Graph Embeddings +14