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Table 4 Analysis of relation suggestions.
Table 4 shows the average number of relation suggestions per document and across all documents.
Lower pane: relation suggestions that can be copied by the user to the upper pane.
The copy annotator produces relation suggestions in the same document where the source and target entity annotations as well as the covered texts match.
The last column shows an average number of relation suggestions across several documents Docs All Rels Perrel Perdoc Acrossdocs 20 397 19.85.1 19.85 0.18.
For rapid relation annotation, we have incorporated a relation copy annotator into WebAnno where relation suggestions are provided (at the lower pane in Fig. 1) as soon as annotators create relation annotations (in the upper pane in Fig. 1).
Similar(54)
While the span suggestion mechanism is very generic and relies on perceptron-based online learning of sequence tagging [36], the relation suggestion is restricted to the scenario where both spans are suggested and the relation between the terms of the two spans has been annotated before in the same or a previously annotated document.
The relation copy annotator behaves as expected, as shown in Table 4, where it is possible to produce more similar relation suggestion on the same document than across several documents.
Among Mr. Tusk's other public relations suggestions: Visit editorial boards as quickly as possible to "prevent bad, uninformed editorials from appearing (because once they do, getting an ed board to reverse its position, even if they know they had the facts wrong originally, is extremely difficult)." He advises that the public be encouraged to write or call legislators.
The results are discussed in relation to suggestions for interventions aimed at women aged 18 34.
The results and coverage highlight the biggest problem with industrial relations – any suggestion of an increase in worker power through high wages or increased industrial action is immediately and widely condemned by business and conservative media.
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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