What Are Semantics and How Do They Affect Natural Language Processing? by Michael Stephenson Jan, 2023 Artificial Intelligence in Plain English

The most important task of semantic analysis is to find the proper meaning of the sentence using the elements of semantic analysis in NLP. The elements of semantic analysis are also of high relevance in efforts to improve web ontologies and knowledge representation systems. The real-life systems, of course, support much more sophisticated grammar definition. […]