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The IOBES tag scheme with fine-grained tokenization can successfully recognize entities that comprise many tokens.
The use of dictionaries and grammars is not limited to chemistry allowing the system to recognize entities from other domains.
In the last update (version 7.0), Google introduced the ability to automatically recognize entities like data, author and product type in unstructured content.
We finally note that there remain opportunities for improvement of the semantic search systems themselves, in particular in the text-mining algorithms to recognize entities and events.
The method of identifying named entities and normalizing them is described in (12), which states that a trie-based algorithm with several heuristics is used to recognize entities in text.
It has two main components: a semantic tagger which uses a lexicon and rules to recognize entities, and a parser which uses a semantic grammar to output structured medication information.
Making quick progress on both instruments, he joined a jazz band with noted Cameroonian guitarist and composer Francis Bebey and soon became a recognized entity within the local jazz circuit.
In the current clinical guidelines, atherogenic dyslipidemia (AD) is a poorly recognized entity.
The three port laparoscopic cholecystectomy is a recognized entity in the surgical management of gallstone disease.
CMV myocarditis, a recognized entity in immunocompromized patients, was not documented.
It updates its working memory with the task-relevance of the recognized entity and updates a topographic task-relevance map with the location and relevance of the recognized entity.
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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