Adding general and specific comments to Source A

aes_enem_dataset.py

@@ -142,6 +142,8 @@ class AesEnemDataset(datasets.GeneratorBasedBuilder):
                 "essay_text": datasets.Value("string"),
                 "grades": datasets.Sequence(datasets.Value("int16")),
                 "essay_year": datasets.Value("int16"),
+                "general_comment": datasets.Value("string"),
+                "specific_comment": datasets.Value("string"),
             }
         )
 
@@ -286,7 +288,6 @@ class AesEnemDataset(datasets.GeneratorBasedBuilder):
 
         grader_a = pd.read_csv(f"{dirname}/GraderA.csv")
         grader_b = pd.read_csv(f"{dirname}/GraderB.csv")
-
         for grader in [grader_a, grader_b]:
             grader.grades = grader.grades.apply(lambda x: x.strip("[]").split(", "))
             grader.grades = grader.grades.apply(map_list)
@@ -393,6 +394,7 @@ class AesEnemDataset(datasets.GeneratorBasedBuilder):
         assert (
             len(set(val_df["id_prompt"]).intersection(set(test_df["id_prompt"]))) == 0
         ), "Overlap between val and test id_prompt"
+        #train_df['essay_year'] = train_df['essay_year'].astype(int)
         train_df.to_csv(f"{dirname}/train.csv", index=False)
         val_df.to_csv(f"{dirname}/validation.csv", index=False)
         test_df.to_csv(f"{dirname}/test.csv", index=False)
@@ -415,6 +417,8 @@ class AesEnemDataset(datasets.GeneratorBasedBuilder):
                     "essay_text": row["essay"],
                     "grades": grades,
                     "essay_year": row["essay_year"],
+                    "general_comment": row["general"],
+                    "specific_comment": row["specific"],
                 }
 
 
@@ -585,7 +589,7 @@ class HTMLParser:
                 for span in soup.find_all("span"):
                     span.decompose()
                 result = table.find_all("p")
-                result = "\n".join(
+                result = " ".join(
                     [paragraph.get_text().strip() for paragraph in result]
                 )
             return result