GluonNLP -- Deep Learning Toolkit for Natural Language Processing

Why are the results of the latest models so difficult to reproduce? Why is the code that worked fine last year not compatible with the latest release of my deep learning framework? Why is a baseline benchmark meant to be straightforward so difficult to set up? In today's world, these are the challenges faced by Natural Language Processing (NLP) researchers. Let's take the case of a hypothetical PhD student.