Introducing BertForMultipleChoice transformer - Githubissues

JohnSnowLabs / spark-nlp

State of the Art Natural Language Processing

https://sparknlp.org/

Apache License 2.0

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Introducing BertForMultipleChoice transformer #14435

Closed danilojsl closed 1 month ago

danilojsl commented 1 month ago

Description

This PR adds the BertForMultipleChoice model, extending the BERT architecture to handle multiple-choice tasks.

Motivation and Context

This transformer enhances BERT’s versatility by allowing users to tackle tasks that involve multiple-choice scenarios, such as:

Standardized test questions
Survey or quiz automation

How Has This Been Tested?

Screenshots (if appropriate):

Local Tests
Google Colab notebooks

Types of changes

[ ] Bug fix (non-breaking change which fixes an issue)
[ ] Code improvements with no or little impact
[x] 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.
[x] 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.