Self-attention presents low-dimensional knowledge graph embeddings for link prediction

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

Convolutional 2D Knowledge Graph Embeddings

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.3K citations · Full text

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International Conference on Artificial Neural Networks

Habiboulaye Amadou Boubacar · Neural Networks · 1990 · 2.1K citations

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The Expression of a Tensor or a Polyadic as a Sum of Products

Frank L. Hitchcock · Journal of Mathematics and Physics · 1927 · 1.3K citations

Representation Theory

KG-BERT: BERT for Knowledge Graph Completion

Liang Yao, Chengsheng Mao, Yuan Luo · arXiv (Cornell University) · 2019 · 376 citations · Full text

Engineering, Knowledge Extraction, Multilingual Pretraining +19