(2018) extend capsule networks for zero-shot intent classification by transferring the prediction vectors from seen classes to unseen classes.
there are some key issues left to be resolved, including how to deal with polysemy in word embeddings and how to improve the model generalization ability to unseen intents in the generalized zero-shot intent classification setting.