Natural Language Generation | Vibepedia

Natural Language Generation (NLG) is a subfield of artificial intelligence and computational linguistics that enables computers to produce understandable texts in human languages from non-linguistic representations of information. With applications in report generation, image captioning, and chatbots like [[chatgpt|ChatGPT]], NLG has become a crucial technology in various industries. The process of NLG involves the construction of computer systems that can generate text based on some underlying data or knowledge, mimicking the way humans produce language. According to a survey by [[david-batemann|David Batemann]], NLG methods have been widely adopted in various domains, including weather reporting, patient report generation, and automated content creation. As [[john-mccarthy|John McCarthy]], a pioneer in AI, once noted, NLG has the potential to revolutionize the way we interact with machines. With the rise of [[deep-learning|deep learning]] techniques, NLG has become increasingly sophisticated, enabling the generation of high-quality text that is often indistinguishable from human-written content. However, the development of NLG also raises important questions about the role of machines in content creation and the potential impact on human writers and communicators.