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An example of a summarization problem is document summarization, which attempts to automatically produce an abstract from a given document. Sometimes one might be interested in generating a summary from a single source document, while others can use multiple source documents (for example, a cluster of articles on the
An abstract is a brief summary of a research article, thesis, review, conference proceeding, or any in-depth analysis of a particular subject and is often used to help the reader quickly ascertain the paper's purpose. [1]
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 ...
Executive summaries are important as a communication tool in both academia and business. For example, members of Texas A&M University's Department of Agricultural Economics observe that "An executive summary is an initial interaction between the writers of the report and their target readers: decision makers, potential customers, and/or peers.
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.
Perhaps the ultimate document structuring challenge is to generate a good narrative—in other words, a text which starts by setting the scene and giving an introduction/overview; then describes a set of events in a clear fashion, so readers can easily see how the individual events are related and link together; and concludes with a summary/ending.
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For example, the American Journal of Physics (AJP) specifically advises authors that an introduction “need not summarize”. Instead, the introduction can provide “background and context”, and/or indicate “purpose and importance”, and/or describe the raison d'être for an article (i.e. motivation) in a way that is “informative and ...
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