add specialists

hatebr.py

@@ -47,9 +47,6 @@ class Boun(datasets.GeneratorBasedBuilder):
                 {
                     "instagram_comments": datasets.Value("string"),
                     "offensive_language": datasets.Value("bool"),
-                    "specialist_1_offensive_language": datasets.Value("bool"),
-                    "specialist_2_offensive_language": datasets.Value("bool"),
-                    "specialist_3_offensive_language": datasets.Value("bool"),
                     "offensiveness_levels": datasets.Value("int32"),
                     "antisemitism": datasets.Value("bool"),
                     "apology_for_the_dictatorship": datasets.Value("bool"),
@@ -61,7 +58,10 @@ class Boun(datasets.GeneratorBasedBuilder):
                     "sexism": datasets.Value("bool"),
                     "xenophobia": datasets.Value("bool"),
                     "offensive_&_non-hate_speech": datasets.Value("bool"),
-                    "non-offensive": datasets.Value("bool")  
+                    "non-offensive": datasets.Value("bool"),
+                    "specialist_1_hate_speech": datasets.Value("bool"),
+                    "specialist_2_hate_speech": datasets.Value("bool"),
+                    "specialist_3_hate_speech": datasets.Value("bool")
                 }),
             supervised_keys=None,
             homepage="https://github.com/franciellevargas/HateBR",
@@ -89,9 +89,9 @@ class Boun(datasets.GeneratorBasedBuilder):
             for int_label in categories:
                 row[_INT_LABEL_KEY[int(int_label)]] = True
             
-            row["specialist_1_offensive_language"] = bool(int(annotator_row["Avaliador 1"]))
-            row["specialist_2_offensive_language"] = bool(int(annotator_row["Avaliador 2"]))
-            row["specialist_3_offensive_language"] = bool(int(annotator_row["Avaliador 3"]))
+            row["specialist_1_hate_speech"] = bool(int(annotator_row["Avaliador 1"]))
+            row["specialist_2_hate_speech"] = bool(int(annotator_row["Avaliador 2"]))
+            row["specialist_3_hate_speech"] = bool(int(annotator_row["Avaliador 3"]))
             return row
         records = pd.read_csv(filepath).to_dict("records")
         annotators = pd.read_csv(annotators).to_dict("records")