Before revision:  These ways of semantics generation are a more direct and explicit expression of embedding's semantics . Two multi-task learning methods are used to combine usage modeling and definition modeling .
After revision:  These ways of semantics generation are a more direct and explicit expression of embedding's semantics for better interpretability. We extend the single task model to multi-task learning methods are used to combine usage modeling and definition modeling .