Abderrahmane Issam

A Representation Level Analysis of NMT Model Robustness to Grammatical Errors

Understanding robustness is essential for building reliable NLP systems. Unfortunately, in the context of machine translation, previous work mainly focused on documenting robustness failures or improving robustness. In contrast, we study robustness from a model representation perspective by looking…