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.gitattributes

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-klue-mrc-v1.1_dev.json filter=lfs diff=lfs merge=lfs -text
-klue-mrc-v1.1_train.json filter=lfs diff=lfs merge=lfs -text

klue-mrc-v1.1_dev.json → KLUE Machine Reading Comprehension/klue-mrc-train.parquet

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 version https://git-lfs.github.com/spec/v1
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-size 18712914
+oid sha256:d5dc367dc8dd2e7c3108808174cbbf288df818b53d7233d60cbc5f0182629110
+size 19445126

klue-mrc-v1.1_train.json → KLUE Machine Reading Comprehension/klue-mrc-validation.parquet

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 version https://git-lfs.github.com/spec/v1
-oid sha256:c52c7b82a6015c09ea8be1fea49c912e73012d8b44d3653256d91c65d519c3df
-size 47952737
+oid sha256:003aad3a4a4d2da8ef365ab0fd4b123d4efda0195e07d9c35392ae0b4b2f7fe6
+size 8071653

klue-mrc.py

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-
-import json
-import pandas as pd
-import datasets
-
-logger = datasets.logging.get_logger(__name__)
-
-_DESCRIPTION = """\
-Klue Machine Reading Comprehension Data
-"""
-
-_URL = "https://huggingface.co/datasets/LeverageX/klue-mrc/resolve/main/"
-_URLS = {
-    "train_data": _URL + "klue-mrc-v1.1_train.json",
-    "validation_data": _URL + "klue-mrc-v1.1_dev.json",
-}
-
-class KoreanNewspaper(datasets.GeneratorBasedBuilder):
-
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name="KLUE Machine Reading Comprehension",
-            version=datasets.Version("1.0.0", ""),
-            description="For LeverageX Project",
-        ),
-    ]
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "context": datasets.Value("string"),
-                    "question": datasets.Value("string"),
-                    "answers":
-                    {
-                        "answer_start" : datasets.Sequence(datasets.Value("int32")),
-                        "text":datasets.Sequence(datasets.Value("string"))
-                    },
-                    "guid":datasets.Value("string"),
-
-                }
-            ),
-            # No default supervised_keys (as we have to pass both question
-            # and context as input).
-            supervised_keys=None,
-            homepage="https://klue-benchmark.com/tasks/70/overview/description",
-        )
-
-    def _split_generators(self, dl_manager):
-        downloaded_files = dl_manager.download_and_extract(_URLS)
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train_data"]}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["validation_data"]}),
-        ]
-
-    def _generate_examples(self, filepath):
-        """This function returns the examples in the raw (text) form."""
-        logger.info("generating examples from = %s", filepath)
-        key = 0
-        with open(filepath, encoding="utf-8") as f :
-            data = json.load(f)
-
-        data = data['data']
-
-        for info in data :
-            title = info['title']  
-            news_category = info['news_category']
-            source = info['source']
-
-            paragraphs = info['paragraphs']
-
-            if len(paragraphs) == 0 :
-                continue
-
-            context = paragraphs[0]['context']
-            qas = paragraphs[0]['qas']
-
-            for q in qas :
-                question = q['question']
-
-                answer_key = 'answers' if len(q['answers']) > 0 else 'plausible_answers'            
-                answer = q[answer_key]
-
-                answer_text_list = []
-                answer_start_list = []
-
-                for ans in answer :
-                    answer_text_list.append(ans['text'])
-                    answer_start_list.append(ans['answer_start'])
-
-                answer_data = {'text' : answer_text_list, 'answer_start' : answer_start_list}
-                guid = q['guid']
-
-                yield key, {
-                    "guid" : guid,
-                    "context" : context,
-                    "question" : question,
-                    "answers" : answer_data
-                }
-                key += 1