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Building RuleTaker models

Pretrained Models

Pretrained RuleTaker models are available at the link.

However, if you are interested in retraining the models, follow the below steps.

RuleTaker-CWA and RuleTaker-Skip-fact datasets

The proposed RuleTaker-CWA and RuleTaker-Skip-fact datasets can be downloaded using this link. To learn more about the original RuleTaker dataset, refer to Clark et al. 2020.

Evaluation

cd code/ruletaker_pretraining
bash run_eval.sh

Training

cd code/ruletaker_pretraining
bash run_train.sh