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Use stratified sampling for few-shots #109

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Use stratified sampling for few-shots #109

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@mrorii mrorii commented Oct 20, 2023

Overview

This PR does the following:

  • adds an option to use stratified sampling for few-shots, as some of the datasets for tasks may have severe class imbalance (e.g. JNLI).
  • enable stratified sampling for JNLI and JCoLA (note that task versions have been updated, since the metric definition has changed)

@mrorii mrorii self-assigned this Oct 20, 2023
@mrorii mrorii closed this Oct 20, 2023
@mrorii mrorii deleted the stratified-sampling-few-shot branch October 20, 2023 07:56
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mrorii commented Oct 20, 2023 •
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Replaced by #111

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@jon-tow jon-tow Awaiting requested review from jon-tow jon-tow will be requested when the pull request is marked ready for review jon-tow is a code owner

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