This arXiv study finds a hyperbolic VAE retrieves cross-category prior art 52% more often than a matched Euclidean model on 45,000 US patents, though it agrees less with official classification codes.…

#PatentSearch #EmbeddingModels #HyperbolicML #UnsupervisedAI
https://arxiv.org/abs/2610.12997