What Sets Apart NLP, NLU, and NLG: Understanding the Differences
What Sets Apart NLP, NLU, and NLG: Understanding the Differences Natural Language Processing (NLP) , Natural Language Understanding (NLU), and Natural Language Generation (NLG) are three interconnected yet distinct fields that play pivotal roles in the field of artificial intelligence and language-based technologies. While NLP focuses on enabling machines to comprehend and manipulate human language, NLU delves deeper into the understanding of context, intent, and meaning behind the words. On the other hand, NLG involves the creation of human-like text or speech by machines. This trio of language-centric technologies collectively empowers systems to interact with users, extract valuable insights, and generate coherent and contextually relevant responses. To navigate the landscape of these language processing domains effectively, it is crucial to grasp the nuances that set NLP, NLU, and NLG apart, each contributing uniquely to the seamless integration of machines into the com...