1 code implementation • 22 Feb 2020 • Bin Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo
Given the fact that word embeddings can capture semantic relationship while semantically similar words tend to form semantic groups in a high-dimensional embedding space, we develop a sentence representation scheme by analyzing semantic subspaces of its constituent words.
1 code implementation • 3 Sep 2019 • Fenxiao Chen, Yuncheng Wang, Bin Wang, C. -C. Jay Kuo
Research on graph representation learning has received a lot of attention in recent years since many data in real-world applications come in form of graphs.
no code implementations • 28 Jan 2019 • Bin Wang, Angela Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo
Extensive evaluation on a large number of word embedding models for language processing applications is conducted in this work.