1 code implementation • 18 Mar 2020 • Farahnaz Akrami, Mohammed Samiul Saeef, Qingheng Zhang, Wei Hu, Chengkai Li
A more fundamental defect of these models is that the link prediction scenario, given such data, is non-existent in the real-world.
1 code implementation • 10 Mar 2020 • Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li
Recent advancement in KG embedding impels the advent of embedding-based entity alignment, which encodes entities in a continuous embedding space and measures entity similarities based on the learned embeddings.
1 code implementation • 6 Jun 2019 • Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu
Furthermore, we design some cross-KG inference methods to enhance the alignment between two KGs.
1 code implementation • 30 Oct 2018 • Lingbing Guo, Qingheng Zhang, Weiyi Ge, Wei Hu, Yuzhong Qu
Knowledge graph (KG) completion aims to fill the missing facts in a KG, where a fact is represented as a triple in the form of $(subject, relation, object)$.