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Multi-document summarization is an automatic procedure aimed at extraction of information from multiple texts written about the same topic. 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.
ROUGE is a recall-based measure of how well a summary covers the content of human-generated summaries known as references. It calculates n-gram overlaps between automatically generated summaries and previously written human summaries. It is recall-based to encourage inclusion of all important topics in summaries.
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.
Wikipedia seeks to create a summary of all human knowledge in the form of an online encyclopedia, with each topic covered encyclopedically in one article. Since it has terabytes of disk space , it can have far more topics than can be covered by any printed encyclopedia.
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This section should include a summary of, or be summarized in, another article. See Wikipedia:Summary style for information on how to incorporate it into this article's main text, or the main text of another article.
Summarize the most important things your sources say. Don't copy/paste wording from your sources; instead, summarize the ideas in the source using your own words. Summarization is more than just changing a few words around here and there. Only add information supported by your sources. Don't add from your own knowledge or expertise.
A secondary source provides thought and reflection based on primary sources, generally at least one step removed from an event. It contains analysis, evaluation, interpretation, or synthesis of the facts, evidence, concepts, and ideas taken from primary sources.
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