Upload fair-rationales.py

fair-rationales.py

@@ -112,8 +112,6 @@ class FairRationales(datasets.GeneratorBasedBuilder):
             label_classes=SST2_LABELS,
             label_classes_original=["negative", "positive"],
             attributes=[
-                ("recruitment_ethnicity", ["Black/African American", "White/Causasian", "Latino/Hispanic"]),
-                ("recruitment_age", [">=38", "<=35"]),
                 ("group_id", ["BO", "BY", "WO", "WY", "LO", "LY"]),
                 ("sst2_id", datasets.Value("int32")),
                 ("sst2_split", datasets.Value("string")),
@@ -155,8 +153,6 @@ class FairRationales(datasets.GeneratorBasedBuilder):
             label_classes=DYNASENT_LABELS,
             label_classes_original=["negative", "positive"],
             attributes=[
-                ("recruitment_ethnicity", ["Black/African American", "White/Causasian", "Latino/Hispanic"]),
-                ("recruitment_age", [">=38", "<=35"]),
                 ("group_id", ["BO", "BY", "WO", "WY", "LO", "LY"]),
             ],
             data_url=os.path.join(MAIN_PATH, "dynasent.zip"),
@@ -186,8 +182,6 @@ class FairRationales(datasets.GeneratorBasedBuilder):
             ),
             label_classes_original=["A", "B", "C", "D", "E"],
             attributes=[
-                ("recruitment_ethnicity", ["Black/African American", "White/Causasian", "Latino/Hispanic"]),
-                ("recruitment_age", [">=38", "<=35"]),
                 ("group_id", ["BO", "BY", "WO", "WY", "LO", "LY"]),
             ],
             data_url=os.path.join(MAIN_PATH, "cose.zip"),
@@ -224,7 +218,9 @@ class FairRationales(datasets.GeneratorBasedBuilder):
                     "annotator_ID": datasets.Value("int64"),
                     "english_proficiency": datasets.Value("string"),
                     "attentioncheck": datasets.Value("string"),
-                    "gender": datasets.Value("string")
+                    "gender": datasets.Value("string"),
+                    "recruitment_age": datasets.Value("string"),
+                    "recruitment_ethnicity": datasets.Value("string")
                     }
         if self.config.name == "cose":
             features["label"] = datasets.Value("string")
@@ -271,7 +267,9 @@ class FairRationales(datasets.GeneratorBasedBuilder):
                     "rationale_index": data["rationale_index"],
                     "rationale_binary": data["rationale_binary"],
                     "age": data["age"],
+                    "recruitment_age": data["recruitment_age"],
                     "ethnicity": data["ethnicity"],
+                    "recruitment_ethnicity": data["recruitment_ethnicity"],
                     "gender": data["gender"],
                     "originaldata_id": data["originaldata_id"],
                     "annotator_ID": data["annotator_ID"],