Qiyue Yao

A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (Extended Abstract)

Taxonomies support various practical web applications such as product navigation in online shopping and user profile tagging on social platforms. Most existing methods for expanding taxonomies encode entities into vector embeddings (i.e., single points). However, we argue that vectors are insufficie…