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Natural language ontology is an area at the interface of semantics, metaphysics, and philosophy of language that is concerned with which kinds of objects are assumed by our best semantic theories. The Element reviews different strategies for identifying a language's ontological commitments. It observes that, while languages share a large number of their ontological commitments (such as to individuals, properties, events, and kinds), they differ in other commitments (for example, to degrees). The Element closes by relating different language and theory-specific ontologies, and by pointing out the merits and challenges of identifying inter-category relations within a single ontology. ![]() Free Download Natural Language Generation English | 2025 | ISBN: 3031685814 | 395 Pages | PDF EPUB (True) | 23 MB In late 2022, the prominence of Natural Language Generation (NLG) surged with the advent of advanced language models like ChatGPT. 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