TaxoEmbed - hypernym detection algorithm

TaxoEmbed - hypernym detection algorithm

Hypernym detection algorithm based on sense embeddings, which can be easily applied to the construction of lexical taxonomies. It is designed to discover hypernymic relations by exploiting linear transformations in embedding spaces and, unlike previous approaches, leverages this intuition to learn a specific semantically aware transformation matrix for each domain ofknowledge.