Learning structured embeddings of knowledge graphs with generative adversarial framework

Lu Liu, Jiehang Zeng, Xiaoqing Zheng

Abstract: Highlights•A generative adversarial framework for learning knowledge graph embeddings.•Easy integration with other neural network systems designed for downstream tasks.•Significantly improve the performance of link prediction and triple classification.