ELMo: Deep contextualized word representations

ELMo is the state-of-the-art NLP model that was developed by researchers at Paul G. Allen School of Computer Science & Engineering, University of Washington. In this article, we will go through ELMo in depth and understand its working.

Embeddings from Language Models (ELMo)

ELMo model represents a word in the form of vectors or embeddings which models both:

complex characteristics of word use (e.g., syntax and semantics)how these uses vary across linguistic contexts (i.e., to model polysemy)....