Native Hierarchical and Compositional Representations with Subspace Embeddings

Gabriel Moreira, Zita Marinho, Manuel Marques +2

Traditional embeddings represent datapoints as vectors, which makes similarity easy to compute but limits how well they capture hierarchies and compositionality. We propose a funda…