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The FDA should also reject calls to stray from the globally recognized naming system.
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Precision (P): the number of correctly recognized named entities divided by the total number of named entities recognized by the NER system.
Recall (R): the number of correctly recognized named entities divided by the total number of named entities in the test set.
The recognized named entities are highlighted using distinct colors that are coupled with hyperlinks to Entrez Gene and MeSH database pages containing additional detailed information.
Capitalization is a key orthographic feature for recognizing named entities [10, 12].
McCallum and Li [35] applied a feature induction method for CRF to recognize named entities.
We also proposed a learning model to recognize named entities using six different types of features.
There are a number of tools that reliably recognize named entities, such as persons, companies, geographic locations, in Web documents.
A combination of a CRF model and latent semantics to recognize named entities was proposed in [18].
In [8] and [54], the authors proposed a maximum entropy tagger and an HMM-based chunk tagger to recognize named entities.
> -wrap-foot> Just recognizing named entities and other textual features is no longer sufficient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com