Machine learning algorithms in natural language processing for improved human-computer interaction

Abstract

Natural Language Processing (NLP) has seen significant advancements in recent years, driven largely by the development of sophisticated machine learning algorithms. These advancements have greatly enhanced Human-Computer Interaction (HCI), enabling more intuitive, efficient, and natural communication between humans and machines. This research article explores the various machine learning algorithms employed in NLP, their applications in HCI, and the improvements they bring to user experience. We will also discuss the challenges faced in this field and potential future directions.