This is version of emanjavacas/MacBERTh that has been fine-tuned on data from Oxford English Dictionary (OED) in order to be good at Word Sense Disambiguation (WSD). See https://aclanthology.org/2022.nlp4dh-1.16/ for an explanation of the underlying approach.