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Besides identifying events and presenting news titles and keywords the TDT (Topic Detection and Tracking) techniques are used to do, a summarized text to present event evolution is necessary for general news readers to review events under a news topic.
Info(d) represents the information available in the summarized text document and Info(D) is the information present in the original text collection.
Where |d| represents the size of the summarized text is document and |D| is the total size of the original text collection.
The Compression Ratio (CR) is the ratio of size of the summarized text document to the total size of the original text documents.
Researchers have noted the potential value that summarized text holds in patient care.
Relatively older graduates and those from the health system strongly felt that the absence of easy notes and summarized text made the coursework difficult for them.
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Indeed, summarizing text perfectly would require genuine intelligence, including commonsense knowledge and a mastery of language.
They analyze, and may summarize, text, be it a script or a traditional news article, and then automatically find photographs and video clips to go with it.
Their ConvNet could be used in any scenario where a computer needs to understand text and express something, so this could include summarizing text or even interpreting a reading and then asking questions.
Natural language processing (NLP) can address this problem by identifying and summarizing text that fulfills a user's information needs in IR-procurable data.
Dr. Grant's ability to summarize texts in a lively, not to say irreverent, manner was suggested by his judgment on Ben Sira, the author of Ecclesiastes.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com