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For the CDI subtask we determined confidence scores for all recognized terms and used these to rank the mentions.
In order to increase even more the amount of recognized terms, it will be necessary to make a mashup with ontological sources other than the WordNet.
For the recognized terms, the class that had higher recognition rate was nouns (82.5%), followed by adjectives (8.3%), verbs (7.9%), and adverbs (1.3%).
The documents themselves are presented with concept markup on all the recognized terms.
The recognized terms are statically weighed and stored into a database.
IRIDESCENT's 2014 database contains 615 553 recognized terms and phrases obtained from public databases (OMIM, Entrez Gene, Gene Ontology, ChemID, FDA approved drugs, and Disease Ontology terms).
Similar(49)
To each recognized term, we associate a chemical entity in Chemical Entities of Biological Interest (ChEBI) ontology [3], and calculate a validation score based on its similarity to other terms.
It's not a medically recognized term, but Wikipedia is all over it, of course.
"Content marketing" was not a recognized term -- let alone part of anyone's title -- a few years ago.
The most widely used and internationally recognized term is burnout, originally defined by Maslach [ 12].
The broadly used and recognized term Zygomycota should be abandoned in the future, in favor of proper taxonomic names.
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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