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not being able to reproduce your results on MNLI #2

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ghost opened this issue Aug 11, 2020 · 2 comments
Closed

not being able to reproduce your results on MNLI #2

ghost opened this issue Aug 11, 2020 · 2 comments

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@ghost
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ghost commented Aug 11, 2020

Hi
With the command in repo for MNLI, I am not able to reproduce your results.
Could you send me the command which reproduce your best results on MNLI?
Basically seems some argument are missing from that command. thanks.

@rc19
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rc19 commented Aug 12, 2020

Try this
python run_expt.py -s confounder -d MultiNLI -t gold_label_random -c sentence2_has_negation --fraction 1.0 --lr 2e-05 --batch_size 32 --weight_decay 0 --model bert --n_epochs 20

@ssagawa
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ssagawa commented Aug 12, 2020

To replicate our ERM results, please run "python run_expt.py -s confounder -d MultiNLI -t gold_label_random -c sentence2_has_negation --lr 2e-05 --batch_size 32 --weight_decay 0 --model bert --n_epochs 20" as Chetanya suggests. To run group DRO, please add these flags: "--reweight_groups --robust --generalization_adjustment 0." Thanks Julia for the catch and Chetanya for chiming in! We've updated the README to include the group DRO command.

@ssagawa ssagawa closed this as completed Aug 12, 2020
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