The study of utilizing human language in computer systems referred to as NLP,
is becoming increasingly significant in various aspects of life, including
research, daily activities, commerce, and entrepreneurship endeavors. A
multitude of tech companies are dedicating resources towards the development
and improvement of NLP methods, models, and products. To add to that,
open-source contributions to the field are on the rise. However, with so
much progress being made, it may be challenging to understand the current
state of NLP and what models are considered to be the most efficient. To
help those grappling with the fast-paced and constantly evolving NLP
landscape, we have put together a comprehensive overview of the latest NLP
research and advancements.