In this case, we are going to use NLTK for Natural Language Processing. We will use it to perform various operations on the text. Gensim is an NLP Python framework generally used in topic modeling and similarity detection. It is not a general-purpose NLP library, but it handles tasks assigned to it very well. With lexical analysis, we divide a whole chunk of text into paragraphs, sentences, and words. It involves identifying and analyzing words’ structure.
Is NLP an AI?
Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence or AI—concerned with giving computers the ability to understand text and spoken words in much the same way human beings can.
They can be categorized based on their tasks, like Part of Speech Tagging, parsing, entity recognition, or relation extraction. Sentiment analysis is another primary use case for NLP. Syntax and semantic analysis are two main techniques used with natural language processing.
Final Words on Natural Language Processing
Artificial intelligence is far from neutral. It’s not separate from us, our biases or our history. Great @voxdotcom video here that explains how #MachineLearning works and how this process can result in biased #algorithms.🤖
— Sean Gardner 🤖 #MWC23 (@2morrowknight) February 24, 2023