Document Validation
- Checking the completeness and consistency of documents is a key capability of LKE
- Both intra & inter document validation checks may be defined
- Identify the data elements in a document for which you wish to define validation checks; these could be anything from key-value pairs to page headers
- Define the validation checks using patterns and signatures combining the large number of annotations that are available (e.g., regular expressions, named entities, custom dictionaries)
- Use external reference data sources, 3rd party databases, and APIs for validation
- Escalate to human-in-the-loop in a maker-checker environment
- Additionally define document stylometric and sentiment checks