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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.
In short, sentence extraction works as a filter that allows only meaningful sentences to pass. The major downside of applying sentence-extraction techniques to the task of summarization is the loss of coherence in the resulting summary. Nevertheless, sentence extraction summaries can give valuable clues to the main points of a document and are ...
In expository writing, a topic sentence is a sentence that summarizes the main idea of a paragraph. [1] [2] It is usually the first sentence in a paragraph. Also known as a focus sentence, it encapsulates or organizes an entire paragraph. Although topic sentences may appear anywhere in a paragraph, in academic essays they often appear at the ...
The length should conform to readers' expectations of a short, but useful and complete, summary of the topic. Few well-written leads will be shorter than about 100 words. The leads in most featured articles contain about 250 to 400 words. Lead sections that reflect or expand on sections in other articles are discussed at Summary style.
Summary style keeps the reader from being overwhelmed by too much information up front, by summarizing main points and going into more details on particular points (subtopics) in separate articles. What constitutes "too long" varies by situation, but generally 50 kilobytes of readable prose (8,000 words) is the starting point at which articles ...
Article spinning is a writing technique used to deceitfully create what appears to be new content from pre-existing works. It is commonly used in on the internet by websites as a method of search engine optimization (SEO) and by students as a form of plagiarism.
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