nlp-annotations 0.0.1

NLP Annotation Helpers

NLP Annotations

A simple python package for dealing with different nlp annotation styles. No dependencies, and is very fast due to only using regular expressions.

Annotation Types

The following are the annotation types we support and how to convert it to another type.

Markdown Links

(Used by Rasa, etc...), these are in the form:

The weather is [sunny](weather) and the sky is [blue](color).

To convert this to an entity list you can:

markdown_links2entity_list("The weather is [sunny](weather) and the sky is [blue](color).")
# ('The weather is sunny and the sky is blue.', {'entities': [(15, 20, 'weather'), (36, 40, 'color')]})

Entity List

(Used by Spacy, etc...), these are in the form:

('The weather is sunny and the sky is blue.', {'entities': [(15, 20, 'weather'), (36, 40, 'color')]})

To convert this to a markdown links string, you can:

entity_list2markdown_links("The weather is sunny and the sky is blue.", [(15, 20, 'weather'), (36, 40, 'color')])
# 'The weather is [sunny](weather) and the sky is [blue](color).'