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In this case, training a document embedding as a whole instead of summing up individual term embeddings may result in better document representations, and consequently better retrieval performance.
In this case, to reduce the complexity, instead of summing up over all coefficient distortions in (14) to obtain the overall DCT band distortion, it is possible to sum up only the "unique" coefficient distortions and multiply each of them by their occurrence.
Instead of summing up substitution scores for aligned residues and subtracting gap penalties, the score of an alignment is based on P-values of local sequence similarities.
This is used, instead of summing up across all boundary errors, to normalize for double counting of misclassified pixels, as each layer is bounded by two boundaries.
Similar(55)
Instead of having investigators sum up their record with a list of papers in their biosketch, he introduced a new section, a narrative describing one's key accomplishments.
There are also other possibilities for a combination, for example by summing up the distances instead of multiplying them by replacing the product in Eq. (8) by a sum.
Instead of having to sum up what the Guardian was – "You mean the Walthamstow Guardian?" – the BBC3 brand was a familiar entity.
Following Hassanizadeh and Gray (1980), we write instead the mass balance equations of each chemical component by summing up their quantities over every phase.
"Instead I'm living in the filth of this place," he said, summing up a predicament unbeknown to many who revere his songs.
Lester's summing up of the situation?
Summing up, the C.E.O.
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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