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5: //No future interaction with entity.
Our approach also allows correction of errors in detected entities, which can assist with entity resolution.
Manually annotated text collections that were exhaustively labeled with entity mentions are essential to implement NER tools, especially if they rely on statistical machine learning methods.
Third, weights are symmetric: the benefit perceived by entity A in being combined with entity B is the same as the one perceived by B in being combined with A. Satisfying these assumptions is not difficult.
Causal relations can be suggested by examining temporal changes: if information associated with entity A at time point t helps to define the state of entity B at time point (t+1), then a causal relation A→B might be inferred [42].
Significant pathway analysis with entity list FC 1.5 was used to define significantly altered pathways.
The transitive closure relies on the fact that " IF an entity x interacts with entities y and w AND another entity z also interacts with entity y, THEN z probably also interacts with entity w".
NaCTeM's Metabolites corpus consists of 296 MEDLINE abstracts enriched with entity annotations corresponding to metabolites and enzymes (32).
I am employed by the University of the Free State, South Africa and the article-processing charge shall be paid from my research account with entity number 211427604.
With entity weights properly taken into account, SaddleSum is internally consistent and stable with respect to the choice of number of most significant entities selected.
As before, let w j denote the weight associated with entity j ∈ 𝒩, let ℳ denote the set of m entities associated with a term from vocabulary and let ℳ′ = 𝒩∖ℳ.
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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