[SPARKNLP-1058] Adding aggressiveMatching parameter

[danilojsl]

Description

Adding aggressiveMatching parameter to find dates even in ambiguous or less common formats. This will instruct the annotator to execute runDateExtractorChain method for empty outputs

Motivation and Context

See issue #14100

How Has This Been Tested?

Screenshots (if appropriate):

• Local Test
• Google Colab notebook

Types of changes

• [x] Bug fix (non-breaking change which fixes an issue)
• [ ] Code improvements with no or little impact
• [ ] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

• [x] My code follows the code style of this project.
• [x] My change requires a change to the documentation.
• [ ] I have updated the documentation accordingly.
• [ ] I have read the CONTRIBUTING page.
• [x] I have added tests to cover my changes.
• [x] All new and existing tests passed.