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A sad document reached me this week: One Nation Labour, Black Representation Across The Party; a submission from councillors and activists to the high command.
I disagree with Claire Dederer's contention that the Trojan commercial "Forty Percent" is a "sad document" ["A Groovy Little Thing Called AIDS Prevention" by Claire Dederer, June 19].
Yet for all its vigor, "A Moral Temper" is also a somewhat brittle and slightly sad document; Macdonald clearly intended these letters to be read by a future audience, and relatively few of them are particularly intimate.
Semantic annotations: Our approach needs to build a model (or representation) of each SAD document.
We ran the NLP pipeline with the following inputs: i) the text contents from the SAD documents, ii) the number of visits for each SAD document, iii) the document annotations provided by experts, and iv) the role annotations for each user (i.e., the basic profiles per stakeholder type).
The IG values for this experiment were: I G visits =1 (number of visits), I G s c r o l l t i m e =0.80 (scrolling time), I G time =0.74 (time spent reading a SAD document), which show that these 3 indicators are suitable to classify the user interests.
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SAD textual contents: The plain text from SAD documents (or sections) is automatically processed using NLP techniques (see Section 4.5) in order to generate documents models.
In response to the many denialist statements issued by Mbeki and others, more than five thousand researchers who had gathered for the conference prepared one of the saddest documents in modern scientific history, the Durban Declaration, which stated that the evidence that H.I.V. causes AIDS is "clear-cut, exhaustive and unambiguous," and meets the "highest standards of science".
It's a sad, stirring document that comes prefaced with Scialabba's compulsive modesty.
This sad story is documented in Kirk Johnson's recent book, To Be a Friend is Fatal: The Fight to Save the Iraqis America Left Behind.
The movies document this sad decline.
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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