From syntactic structure to semantic relationship: hypernym extraction from definitions by recurrent neural networks using the part of speech information

Yixin Tan, Xiaomeng Wang, Tao Jia

The hyponym-hypernym relation is an essential element in the semantic network. Identifying the hypernym from a definition is an important task in natural language processing and se…