In this paper, instead of explicitly discovering the contextual patterns of taxonomic relations, we propose a dynamic weighting neural network to encode this information, together with the hypernym and hyponym, for learning term embeddings.
the target of the neural network is to predict the hypernym term from the given hyponym term and contextual words.