wip

reviews_with_drift.py

@@ -151,6 +151,7 @@ class ReviewsWithDrift(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath):
         # TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
         # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
+        label_mapping = {"Positive": 1, "Negative": 0}
         with open(filepath, encoding="utf-8") as csv_file:
             csv_reader = csv.reader(csv_file)
             for id_, row in enumerate(csv_reader):
@@ -164,5 +165,5 @@ class ReviewsWithDrift(datasets.GeneratorBasedBuilder):
                     "gender":gender,
                     "context":context,
                     "text": text,
-                    "label":label,
+                    "label":label_mapping[label]
                 }