JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning

Michiharu Yamashita, Jia Tracy Shen, Thanh Tran +2

In online job marketplaces, it is important to establish a well-defined job title taxonomy for various downstream tasks (e.g., job recommendation, users' career analysis, and turno…