Extracting quotes and their referenced entities

The quotes app extracts quotations, even when the quotes extend through several sentences of text.

The app performs a lookup when a QuotationScope entity is found, that encompasses the Quotation and the QuotationAuthor. You can find this in the quotation domain or you can make your own custom domain with this entity.

Options

QuotesOptions

interface QuotesOptions {
  mentions: string[];
}

with:

Property	Description
mentions	URIs of the entities that should be extracted, if present, from the identified quotes

Results

QuotesResults

type QuotesResults = QuoteResult[];

QuoteResult

interface QuoteResult {
  author: string;
  text: string;
  begin_offset: string;
  end_offset: string;
}

with

Property	Description
mentions	URIs of the entities that should be extracted, if present, from the identified quotes
author	Quotation author
text	Quotation text
begin_offset	Begin offset within the document
end_offset	End offset within the document

Examples

Quotes only

Quotes and mentioned entities

Extracting quotes and their referenced entities

The quotes app extracts quotations, even when the quotes extend through several sentences of text.

The app performs a lookup when a QuotationScope entity is found, that encompasses the Quotation and the QuotationAuthor. You can find this in the quotation domain or you can make your own custom domain with this entity.

Options

QuotesOptions

interface QuotesOptions {
  mentions: string[];
}

with:

Property	Description
mentions	URIs of the entities that should be extracted, if present, from the identified quotes

Results

QuotesResults

type QuotesResults = QuoteResult[];

QuoteResult

interface QuoteResult {
  author: string;
  text: string;
  begin_offset: string;
  end_offset: string;
}

with

Property	Description
mentions	URIs of the entities that should be extracted, if present, from the identified quotes
author	Quotation author
text	Quotation text
begin_offset	Begin offset within the document
end_offset	End offset within the document

API

Examples

You will need to install the english language module to run the sample. pip install wowool-english

Extracting sentiments

Note that in the results the sentiments have been resolved. For this to happen we need to add the entities in the pipeline.

from wowool.sdk import Pipeline
from wowool.quotes import Quotes

text = '"Wowool has cool technology", said John Smith.'
pipeline = Pipeline(
    [
        "english",
        "quotation",
        "quotes.app",
    ]
)
document = pipeline(text)
print(document.results(Quotes.ID))

results:

[
    {
        "text": "\"Wowool has cool technology\"",
        "begin_offset": 0,
        "end_offset": 28,
        "author": "John Smith"
    }
]

License

In both cases you will need to acquirer a license file at https://www.wowool.com

Non-Commercial

This library is licensed under the GNU AGPLv3 for non-commercial use.  
For commercial use, a separate license must be purchased.  

Commercial license Terms

1. Grants the right to use this library in proprietary software.  
2. Requires a valid license key  
3. Redistribution in SaaS requires a commercial license.