1 code implementation • COLING 2020 • Rana Alshaikh, Zied Bouraoui, Shelan Jeawak, Steven Schockaert
This is exploited by an associated gating network, which uses pre-trained word vectors to encourage the properties that are modelled by a given embedding to be semantically coherent, i. e. to encourage each of the individual embeddings to capture a meaningful facet.
no code implementations • CONLL 2019 • Rana Alshaikh, Zied Bouraoui, Steven Schockaert
To address this gap, we analyze how, and to what extent, a given vector space embedding can be decomposed into meaningful facets in an unsupervised fashion.