File size: 741 Bytes
0c17c1b |
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 |
import re
import datasets
def preprocess(text):
text = text.strip()
# NOTE: Brackets are artifacts of the WikiHow dataset portion of HellaSwag.
text = text.replace(" [title]", ". ")
text = re.sub("\\[.*?\\]", "", text)
text = text.replace(" ", " ")
return text
def process_docs(dataset: datasets.Dataset) -> datasets.Dataset:
def _process_doc(doc):
ctx = doc["translated_ctx_a"] + " " + doc["ctx_b"].capitalize()
out_doc = {
"query": preprocess(doc["activity_label"] + ": " + ctx),
"choices": [preprocess(ending) for ending in doc["translated_endings"]],
"label": int(doc["label"]) ,
}
return out_doc
return dataset.map(_process_doc)
|