generate_reference_files.py

import os
from datasets import load_dataset

dataset_name = 'asahi417/qg_squadshifts'
os.makedirs('./reference_files', exist_ok=True)


for split in ['test']:
    for domain in ["default", 'new_wiki', 'nyt', 'reddit', 'amazon']:
        print(split, domain, dataset_name)
        dataset = load_dataset(dataset_name, domain, split=split)
        for data in ['question', 'answer', 'sentence', 'paragraph']:
            with open('./reference_files/{}-{}.{}txt'.format(data, split, "" if domain == 'default' else f"{domain}."), 'w') as f:
                print(dataset)
                if data == 'paragraph':
                    f.write('\n'.join(dataset['paragraph_id']))
                else:
                    f.write('\n'.join(dataset[data]))