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@maziyarpanahi maziyarpanahi commented Apr 24, 2022

Description

This PR introduces DeBertaForTokenClassification that can load DeBERTA Models v2 and v3 with a token classification head on top (a linear layer on top of the hidden-states output) e.g. for Named-Entity-Recognition (NER) tasks.

Motivation and Context

How Has This Been Tested?

Screenshots (if appropriate):

Types of changes

  • 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:

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

@maziyarpanahi maziyarpanahi added new-feature Introducing a new feature DON'T MERGE Do not merge this PR labels Apr 24, 2022
@maziyarpanahi maziyarpanahi self-assigned this Apr 24, 2022
@maziyarpanahi maziyarpanahi changed the base branch from master to release/344-release-candidate April 24, 2022 20:00
@maziyarpanahi maziyarpanahi merged commit 36d69e1 into release/344-release-candidate Apr 25, 2022
@KshitizGIT KshitizGIT deleted the feature/deberta-token-classification branch March 2, 2023 10:27
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2 participants