Top 10 Natural Language Processing (NLP) Tools in 2021

Natural Language Processing is the fastest-growing subset of AI that applies linguistics and computer science to make human language understandable to machines. There are new advancements every year. New tools of NLP are evolving and the old ones are being updated with more developed features. Before going with the top 10 NLP tools services, it is important to mention that all the tools are either recently released or are upgraded with new features. The tools named below are free and open-source instruments. Natural Language Toolkit, one of the leading tools for NLP, renders a whole set of programs and libraries to execute statistical and symbolic analysis in Python.