Steven Derby

Interpretable semantic representations from neural language models and computer vision

Recent years have seen a remarkable increase in the computational power we have at our disposal, which has been the driving force behind the emergence of large scale deep learning systems. Today, the field of computational linguistics is dominated by high capacity neural models that in many cases outperform even human...