A Comprehensive Guide to Natural Language Generation
As prolonged as Artificial Intelligence helps us to get additional out of the pure language, we see additional duties and fields mushrooming on the intersection of AI and linguistics. In one among our earlier articles, we talked about the excellence between Natural Language Processing and Natural Language Understanding. Both fields, nonetheless, have pure languages as enter. At the equivalent time, the urge to arrange two-way communication with pc programs has led to the emergence of a separate subcategory of duties dealing with producing (quasi)-natural speech. This subcategory, referred to as Natural Language Generation could be the main focus of this weblog put up.
What is NLG?
Natural Language Generation, as outlined by Artificial Intelligence: Natural Language Processing Fundamentals is the “course of of producing important phrases and sentences inside the kind of pure language.” In its essence, it routinely generates narratives that describe, summarize or make clear enter structured info in a human-like technique on the tempo of 1000’s of pages per second.
However, whereas NLG software program program can write, it might probably’t study. The part of NLP that reads human language and turns its unstructured info into structured info understandable to pc programs is called Natural Language Understanding.
In fundamental phrases, NLG (Natural Language Generation) and NLU (Natural Language Understanding) are subsections of a additional fundamental NLP space …