def METHOD_NAME(self):
    question = ["Who walked the dog?", "What time is it?"]
    context = [["Alice walks the cat", "Bob walks the dog"],
               ["The quick brown fox jumps over the lazy dog", "Glenn the otter lives at the aquarium", "Go"]]
    example_id = ["foo-abc", "bar-123"]
    start_positions = [[0], [-1]]
    end_positions = [[2], [-1]]
    passage_indices = [[1], [-1]]
    yes_no_answer = [["NONE"], ["NONE"]]
    examples_dict = dict(question=question, context=context, example_id=example_id,
                         target=[dict(start_positions=s, end_positions=e, passage_indices=p, yes_no_answer=yn)
                                 for s, e, p, yn in
                                 zip(start_positions, end_positions, passage_indices, yes_no_answer)])
    examples_dataset = Dataset.from_dict(examples_dict)
    return examples_dataset