Before revision:  In this work, we propose a novel end-to-end model that learns to align and predict slots. Existing multilingual NLU data sets only support up to three languages which limits the study on cross-lingual transfer.
After revision:  In this work, we propose a novel end-to-end model that learns to align and predict target slot labels jointly for cross-lingual transfer.