Christopher Lucas

Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation

Unlike literal expressions, idioms’ meanings do not directly follow from their parts, posing a challenge for neural machine translation (NMT). NMT models are often unable to translate idioms accurately and over-generate compositional, literal translations. In this work, we investigate whether the no…