GloVe, ELMo & BERT

A guide to state-of-the-art text classification using Spark NLP

Photo by Amador Loureiro on Unsplash

One of the most challenging tasks for machine learning models is finding the best way to to generate numeric representations for words so the model can use that information in its calculations.

In computer vision tasks, the red channel in a color (RGB) image will always refer to the red channel, and…