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The most common way to evaluate summaries is ROUGE (Recall-Oriented Understudy for Gisting Evaluation). It is very common for summarization and translation systems in NIST's Document Understanding Conferences. ROUGE is a recall-based measure of how well a summary covers the content of human-generated summaries known as references.
A summary is not meant to reproduce the experience of reading or watching the work. In fact, readers might be here because they didn't understand the original. Just repeating what they have already seen or read is unlikely to help them. Do not attempt to re-create the emotional impact of the work through the plot summary.
In Wikipedia, the lead section is an introduction to an article and a summary of its most important contents. It is located at the beginning of the article, before the table of contents and the first heading. It is not a news-style lead or "lede" paragraph. The average Wikipedia visit is a few minutes long. [1]
The following paragraphs should give a summary of the article. They should provide an overview of the main points the article will make, summarizing the primary reasons the subject matter is interesting or notable, including its more important controversies, if there are any.
The topic sentence acts as a kind of summary, and offers the reader an insightful view of the paragraph's main ideas. [3] More than being a mere summary of a paragraph, however, a topic sentence often provides a claim or an insight directly or indirectly related to the thesis. It adds cohesion to an academic text and helps organize ideas not ...
Summary style is a good way to give more structure to a long bibliography or list of external links. For example, the World War II summary-style article portrayed above could have a "Further reading" or "External links" section that treats the history of World War II as a whole, while a subarticle on the Pacific War could have "External links ...
The first step, survey, skim, or scan advises that one should resist the temptation to read the book and instead first go through a chapter and note the headings, sub-headings, and other outstanding features, such as figures, tables, marginal information, and summary paragraphs. This survey step typically only takes 3–5 minutes, but it ...
The resulting summary report allows individual users, such as professional information consumers, to quickly familiarize themselves with information contained in a large cluster of documents. In such a way, multi-document summarization systems are complementing the news aggregators performing the next step down the road of coping with ...
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