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NER tools can recognise mentions of key biological "named entities" in the literature, such as genes/proteins [ 5, 6], diseases [ 7], species [ 8], pathways [ 9], etc. EE tools address the problem of extracting events, which represent specific relationships among entities.
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The model trained on CHEMDNER data was proven suitable even for recognising mentions of drugs, which comprise a more specific chemical type (Table 5).
If recognised pathway mentions are to be linked to a database entry, then rules will need to provide some additional matching.
The programme's lead character, the vice president (Julia Louis-Dreyfus), can barely recognise anything mentioned in her book, which was written by a campaign aide and which she hasn't read.
Whereas the model was trained to recognise all chemical mentions, each of the DDI, PK and Metabolites corpora considers only a subset of them as correct, leading to an increase in the number of false positives.
Limited knowledge and competency, HSP dilemmas, communication and language barriers, staff shortage, age of staff, poor staff motivation and selection criteria for HSP training barriers were commonly recognised and mentioned by the majority of HSP from all sites.
Since BANNER does not provide normalization of recognised protein/gene names, we used GenNorm [ 36] to produce a mapping between mentions recognised by BANNER and Entrez Gene IDs.
We are now amidst a giant party for The Revenant and it just got kicked up a notch thanks to DiCaprio's speech where he mentions recognising indigenous lands in the importance of its protection.
We did this by "disguising" pathway mentions recognised by PathNER as genes/proteins, with the same annotations to those produced by BANNER.
Specific combinations of those keywords are also considered as keywords (e.g., "signalling pathway", "signalling cascade", "signalling network", etc).. Gene/protein mentions are recognised by BANNER [ 4].
Our leaders would be well advised to take a shot of the café para todos you mentioned and recognise that while we talk, others do business in whatever language is necessary.Adin Seskin BarcelonaSIR – You obviously think highly of Spain's "extraordinary transformation" since 1975 and its "swiftly consolidated" democracy.
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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