US Patent Application 18211874. Representing Confidence in Natural Language Processing simplified abstract

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Representing Confidence in Natural Language Processing

Organization Name

Capital One Services, LLC


Inventor(s)

Jeremy Goodsitt of Champaign IL (US)

Austin Walters of Savoy IL (US)

Anh Truong of Champaign IL (US)

Representing Confidence in Natural Language Processing - A simplified explanation of the abstract

This abstract first appeared for US patent application 18211874 titled 'Representing Confidence in Natural Language Processing

Simplified Explanation

This patent application describes methods and systems for visualizing the processes of natural language processing algorithms. Here are the key points:

  • The invention involves determining categories and assigning colors to each category.
  • A natural language processing algorithm is used to process text content.
  • Confidence values are determined for different portions of the text content, indicating the algorithm's confidence in assigning categories.
  • Display colors are determined based on these confidence values.
  • A user interface is displayed, showing the text content with different display colors to indicate changes in confidence across the text.


Original Abstract Submitted

Methods, systems, and computing devices for visualizing natural language processing algorithm processes are described herein. A plurality of categories may be determined. Each color of a plurality of colors may correspond to the categories. Text content may be processed using a natural language processing algorithm. Confidence values indicating, for each of a plurality of portions of the text content, a degree of confidence corresponding to one or more of the plurality of categories may be determined. Display colors may be determined based on the confidence values. A user interface comprising a visualization of the text content may be displayed, and the user interface may be configured to show each portion of the text content using a display color such that the user interface indicates changes in confidence across the plurality of characters.

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