Contextual Versus Static Word Embeddings: Understanding The Tradeoffs
The article ‘Contextual Versus Static Word Embeddings: Understanding the Tradeoffs’ delves into the nuanced differences between these two types of word representations. It explores the foundational concepts, explains the workings of contextual embeddings, examines the limitations and applications of static embeddings, and discusses the tradeoffs involved in choosing one over the other. Finally, it looks…