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Add ActivePETs query strategy #49

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chschroeder opened this issue Oct 25, 2023 · 1 comment
Open

Add ActivePETs query strategy #49

chschroeder opened this issue Oct 25, 2023 · 1 comment
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feature request New feature request

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@chschroeder
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Feature description

ActivePETs is a recent query strategy that has been shown to be very effective for few-shot tasks. It uses pattern exploiting training PET over an ensemble of classifiers.

Additional comments

  • This requires an EnsembleClassifier, which small-text does not have yet.
  • @XiaZeng0223 might be able to provide feedback on the implementation :)
@chschroeder chschroeder added the feature request New feature request label Oct 25, 2023
@XiaZeng0223
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Happy to help!

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@chschroeder @XiaZeng0223