khalidalt commited on
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a37c8d1
1 Parent(s): 16909fc

Update tydiqa-goldp.py

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  1. tydiqa-goldp.py +22 -3
tydiqa-goldp.py CHANGED
@@ -100,9 +100,28 @@ class tydiqa_GoldP(datasets.GeneratorBasedBuilder):
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  # TODO(tydiqa): Yields (key, example) tuples from the dataset
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  with open(filepath, encoding="utf-8") as f:
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  for row in f:
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- data = json.loads(row)
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- idx = data["id"]
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- yield idx, data
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  """
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  with open(filepath, encoding="utf-8") as f:
 
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  # TODO(tydiqa): Yields (key, example) tuples from the dataset
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  with open(filepath, encoding="utf-8") as f:
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  for row in f:
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+ title = article.get("title", "").strip()
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+ for paragraph in article["paragraphs"]:
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+ context = paragraph["context"].strip()
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+ for qa in paragraph["qas"]:
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+ question = qa["question"].strip()
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+ id_ = qa["id"]
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+
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+ answer_starts = [answer["answer_start"] for answer in qa["answers"]]
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+ answers = [answer["text"].strip() for answer in qa["answers"]]
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+
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+ # Features currently used are "context", "question", and "answers".
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+ # Others are extracted here for the ease of future expansions.
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+ yield id_, {
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+ "title": title,
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+ "context": context,
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+ "question": question,
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+ "id": id_,
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+ "answers": {
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+ "answer_start": answer_starts,
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+ "text": answers,
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+ },
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+ }
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  """
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  with open(filepath, encoding="utf-8") as f: