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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.
A paraphrase can be introduced with verbum dicendi—a declaratory expression to signal the transition to the paraphrase. For example, in "The author states 'The signal was red,' that is, the train was not allowed to proceed," the that is signals the paraphrase that follows. A paraphrase does not need to accompany a direct quotation. [20]
Paraphrase or paraphrasing in computational linguistics is the natural language processing task of detecting and generating paraphrases. Applications of paraphrasing are varied including information retrieval, question answering , text summarization , and plagiarism detection . [ 1 ]
Summarizing an unacknowledged source in your own words Summarizing a source in your own words, without citing the source in any way, may also be a form of plagiarism, as well as a violation of the Verifiability policy .
Secondary research involves the summary, collation and/or synthesis of existing research. Secondary research is contrasted with primary research in that primary research involves the generation of data, whereas secondary research uses primary research sources as a source of data for analysis. [1]
A close paraphrase of one sentence from a book may be of low concern, while a close paraphrase of one paragraph of a two-paragraph article might be considered a serious violation. Editors must therefore take particular care when writing an article, or a section of an article, that has much the same scope as a single source.
It's not necessary to find a source that summarizes the information. As long as what's in the article is an accurate, neutral summary, and each of the statements is verified by an appropriate source, then the summary is also verified by the same sources. Summary is not forbidden by any Wikipedia policy. For example, a source that reads:
In some fields, a secondary source may include a summary of the literature in the introduction of a scientific paper, a description of what is known about a disease or treatment in a chapter in a reference book, or a synthesis written to review available literature. [17]