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Abstractive summarization methods generate new text that did not exist in the original text. [12] This has been applied mainly for text. Abstractive methods build an internal semantic representation of the original content (often called a language model), and then use this representation to create a summary that is closer to what a human might express.
Wikipedia advice on copy editing. Advice for newcomers. Simplified Manual of Style; Step-by-step guide for beginners prepared by members of the Guild; How to copy edit; Intermediate advice from Tony1. Build your linking skills; Using hyphens and dashes; Exercises in weeding out fluff from article text; Exercises in avoiding the "noun plus -ing ...
Generative AI systems trained on sets of images with text captions include Imagen, DALL-E, Midjourney, Adobe Firefly, FLUX.1, Stable Diffusion and others (see Artificial intelligence art, Generative art, and Synthetic media). They are commonly used for text-to-image generation and neural style transfer. [54]
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The lead section of an article is itself a summary of the article's content. When Wikipedia 1.0 was being discussed, one idea was that the lead section of the web version could be used as the paper version of the article. Summary style and news style can help make a concise introduction that works as a standalone article.
These sections are, essentially, just a different kind of plot summary. For instance, an article on Hamlet the character as opposed to Hamlet the play would just summarize Prince Hamlet's individual plot arc through the play. This works just like any other summary – again, you come up with a thesis statement, and defend it with evidence from ...
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