Update

ag_news_pt.py

@@ -62,12 +62,12 @@ class AGNews(datasets.GeneratorBasedBuilder):
             features=datasets.Features(
                 {
                     "text": datasets.Value("string"),
+                    "title": datasets.Value("string"),
                     "label": datasets.features.ClassLabel(names=["Mundo", "Esportes", "Negócios", "Tecnologia"]),
                 }
             ),
             homepage="http://groups.di.unipi.it/~gulli/AG_corpus_of_news_articles.html",
             citation=_CITATION,
-            task_templates=[TextClassification(text_column="text", label_column="label")],
         )
 
     def _split_generators(self, dl_manager):
@@ -92,4 +92,4 @@ class AGNews(datasets.GeneratorBasedBuilder):
                 #                   ['World', 'Sports', 'Business', 'Sci/Tech']
                 # Re-map to [0, 1, 2, 3].
                 label = int(label) - 1
-                yield id_, {"text": f"{title} {text}", "label": label}
+                yield id_, {"text": text, "title": title, "label": label}

test.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f3077074d80e751ce50480dee6fef6e490d7ae220f11b75686a009fea054ab3e
-size 2025370
+oid sha256:4ad69e4fe5fa6e52d6a478faa76d0d9b775b1859d9f5b49a274fd9c6df974ec0
+size 2051453

train.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1b37b20c1e5e5da9a5e0c190efab8a6dd69959039266d53c9dc6c0c7d53e6b9b
-size 32051763
+oid sha256:9aed46c3e508a4d7efd747ed36cc89297c3f65b24897ff18d3dfcfecdc265976
+size 32500955