adopted a deep AE model to reduce the dimensionality of input word vector feature. Also put forward is the methodology of …

propose a knowledge-augmented multiple-prototype model by using corpora and ontologies. Based on the distributed word vector … learned by the CBOW model, the authors append the concept definition and the relational knowledge vector into the target word … vector to enrich the semantic information of the word. Finally, the authors perform the experiments on well-known datasets to …