HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding

Yishi Xu, Dongsheng Wang, Bo Chen +3

Embedded topic models are able to learn interpretable topics even with large and heavy-tailed vocabularies. However, they generally hold the Euclidean embedding space assumption, l…