Search Results for author: Rana Alshaikh

Found 2 papers, 1 papers with code

A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings

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.

Entity Embeddings

Learning Conceptual Spaces with Disentangled Facets

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.

Word Embeddings

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