Update dureader_robust.py

dureader_robust.py

@@ -26,6 +26,12 @@ from datasets.tasks import QuestionAnsweringExtractive
 
 logger = datasets.logging.get_logger(__name__)
 
+_DESCRIPTION = """\
+DureaderRobust is a chinese reading comprehension \
+dataset, designed to evaluate the MRC models from \
+three aspects: over-sensitivity, over-stability \
+and generalization.
+"""
 
 _URL = "https://bj.bcebos.com/paddlenlp/datasets/dureader_robust-data.tar.gz"
 
@@ -43,7 +49,6 @@ class DureaderRobustConfig(datasets.BuilderConfig):
 
 
 class DureaderRobust(datasets.GeneratorBasedBuilder):
-
     BUILDER_CONFIGS = [
         DureaderRobustConfig(
             name="plain_text",
@@ -73,7 +78,6 @@ class DureaderRobust(datasets.GeneratorBasedBuilder):
             # and context as input).
             supervised_keys=None,
             homepage="https://arxiv.org/abs/2004.11142",
-            citation=_CITATION,
             task_templates=[
                 QuestionAnsweringExtractive(
                     question_column="question", context_column="context", answers_column="answers"