File size: 1,016 Bytes
053f734 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
import random
import re
import datasets
def preprocess(text):
if text is None:
return " "
text = text.strip()
text = text.replace(" [title]", ". ")
text = re.sub("\\[.*?\\]", "", text)
text = text.replace(" ", " ")
return text
rng = random.Random(42)
def process_docs(dataset: datasets.Dataset) -> datasets.Dataset:
def _process_doc(doc):
choices = [
preprocess(doc["Incorrect Answer 1"]),
preprocess(doc["Incorrect Answer 2"]),
preprocess(doc["Incorrect Answer 3"]),
preprocess(doc["Correct Answer"]),
]
rng.shuffle(choices)
correct_answer_index = choices.index(preprocess(doc["Correct Answer"]))
out_doc = {
"choice1": choices[0],
"choice2": choices[1],
"choice3": choices[2],
"choice4": choices[3],
"answer": f"({chr(65 + correct_answer_index)})",
}
return out_doc
return dataset.map(_process_doc)
|