Encoding Category Trees Into Word-Embeddings Using Geometric Approach

2 code implementations • ICLR 2019 • Tiansi Dong, Olaf Cremers, Hailong Jin, Juanzi Li, Chrisitan Bauckhage, Armin B. Cremers, Daniel Speicher, Joerg Zimmermann

Experiment results also show that $n$-ball embeddings demonstrate surprisingly good performance in validating the category of unknown word.

Word Embeddings