English Named Entity Recognizer
ANNIE is a named entity recognition pipeline that identifies basic entity types, such as Person, Location, Organization, Money amounts, Time and Date expressions.
It is the prototypical information extraction pipeline distributed with the GATE framework and forms the base of many more complex GATE-based IE applications.
|:Person||Standard named entity types|
|:Address||Includes email and IP addresses as well as street addresses|
|Additional annotations available if selected|
|:Percent||Expressions representing percentages|
|:Token||The individual tokens of the text, with "category" feature for POS|
|:SpaceToken||The spaces between tokens|
|:Sentence||Sentences detected by the sentence splitter|
Use this pipeline
You can process up to 1,200 documents per day free of charge using the REST API, at an average rate of 2 documents/sec. Higher quotas are available for research users by arrangement, contact us for details.
The API endpoint for this pipeline is:
You can process any amount of data with this pipeline on a pay-as-you-go basis, for GBP0.80 per hour. This can be data you upload yourself, data you collected from Twitter, or the results of a previous job.