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Leveraging hierarchical taxonomy for prompt-based Continual Learning

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Code for "Leveraging hierarchical taxonomy for prompt-based Continual Learning"

Reproduce the reported results with the scripts in training_scripts/

Note:

  • If you want to try with orders of tasks/classes, you need to modify the content in the folder taxanomy/ accordingly.
  • For more convenience when examining our main idea, the existing values of params are set for the version when using our hierarchical taxonomy strategy, without any trick (OT-trick (4.2.2)). For the full version of our method, please change the corresponding params.