Translating MultiWoz

Step 1: Create a single JSON files with all the train/dev/test files

This can be done via the file split_train_dev_test.py by calling convert_multiwoz_to_csv(). The file is a python script that takes in the MultiWoz dataset and creates a single JSON file with all the train/dev/test files.

Step 2: Convert MultiWoz to CSV

This can be done via the file json_to_csv.py. The file is a python script that takes in the JSON file and converts it to a CSV file.

Step 3: Translate

We can automatically translate the sentences using Google Translate

Step 4: Convert CSV to the original JSON Format

This can be done via the file split_train_dev_test.py by calling convert_csv_to_multiwoz(). The file is a python script that takes in the MultiWoz dataset and creates a single JSON file with all the train/dev/test files.

Step 5: Convert this new JSON file to Rasa format

This can be done via the file multidomain_rasa.py. The file is a python script that takes in the JSON file and converts it to the Rasa format.