Sentence examples for recognized named from inspiring English sources

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.

However, only sentences with at least one recognized named entity, and thus a potential target for the IE system, need to be parsed, considerably decreasing the number of sentences that must be parsed to 199 941 and the parsing time to 53 h (222 days projected for the entire PubMed).

For instance, ODIN (17), a web-based tool for the curation of biomedical literature, is equipped with a fixed set of biomedical named entity recognizers and comes with a user interface, which is tailored for tasks related to the recognized named entities.

The FDA should also reject calls to stray from the globally recognized naming system.

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].