Kelly Davis

Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings

2020

Contextualized representations (e.g. ELMo, BERT) have become the default pretrained representations for downstream NLP applications. In some settings, this transition has rendered their static embedding predecessors (e.g. Word2Vec, GloVe) obsolete. As a side-effect, we observe …