A Study on The Role of Machine Learning in Natural Language Processing

Abstract

Natural Language Processing (NLP) is the part of Artificial Intelligence that helps computers communicate with humans in their own language and scales other language-related tasks. NLP makes it possible for computers to read text, hear speech, interpret it, measure sentiment, and determine which parts are important. Combined with machine learning algorithms, NLP generates systems that learn to perform tasks on their own and get better through experience. NLP-powered tools can help you to classify social media posts by sentiment, or extract named entities from business emails, among many other things. The role of machine learning in the NLP is clearly defined in this paper with its application areas.