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To allow routine use of this comparative approach, a documented set of rules that can be used in an algorithm is required.
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This is a particular problem if a document set contains many outliers, documents that are far from any other documents and therefore do not fit well into any cluster.
Over the last six months, United Nations diplomats have negotiated over the text of a document set to define the policies and frameworks of how the Internet is governed in the future, and who has a role in the process.
The VSM also helps in situations in which entities rarely co-occurring in a document set are the ones with the potential best contributions for a researcher.
In the absence of a documented complete set of installation and set-up tests, the results are validated qualitatively using available albeit limited field test data.
In May, it published a document setting out a to-do list.
Recently Liam Byrne published a document setting out his vision for further and higher education policy.
"The Internet cannot be a copyright-free zone," the coalition says in a document setting out its policies.
That license comes in the form of a document setting out conditions under which money can be spent.
There is, however, limited scope to alter a document setting out the potential future relationship with Brussels.
It also suggests that reliability may be improved with a per-document performance measure, as opposed to a document-set based performance measure, where appropriate.
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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