Before revision:  In order to improve the interpretability of word vectors, we explore definition modeling task and propose a novel framework (Semantics-Generator) to generate more reasonable and understandable context-dependent definitions.
After revision:  In order to improve the interpretability of word vectors, we explore definition modeling task and propose a novel framework for definition modeling, which can generate reasonable and understandable context-dependent definitions.