We took contextualized representations of the English word nature and its Spanish transla- tion naturaleza in different contexts from pretrained English and multilingual BERT respectively and visualize their distributions in Figure 2(a), where we can observe obvious clustering of word senses.
words with sense nature-1 and naturaleza-1 mean the physical world, whereas nature-2 and naturaleza-2 mean inherent features.