Update conll2003.py

conll2003.py

@@ -69,7 +69,6 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                 {
                     "id": datasets.Value("string"),
                     "tokens": datasets.Sequence(datasets.Value("string")),
-                   
                     "ner_tags": datasets.Sequence(
                         datasets.features.ClassLabel(
                             names=[
@@ -80,12 +79,12 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                                 "I-CONT",
                                 "B-EDU",
                                 "I-EDU",
-                                "B-SAL",
-                                "I-SAL",
                                 "B-CER",
                                 "I-CER",
                                 "B-EXP",
                                 "I-EXP",
+                                "B-SAL",
+                                "I-SAL",
                                 "B-LOC",
                                 "I-LOC",
                                 "B-ORG",
@@ -110,10 +109,9 @@ class Conll2003(datasets.GeneratorBasedBuilder):
         }
 
         return [
-            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_files["test"]}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_files["dev"]}),
             datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_files["train"]}),
-           
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_files["dev"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_files["test"]}),
         ]
 
     def _generate_examples(self, filepath):
@@ -137,7 +135,7 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                     # conll2003 tokens are space separated
                     splits = line.split(" ")
                     tokens.append(splits[0])
-                    ner_tags.append(splits[3].rstrip())
+                    ner_tags.append(splits[1].rstrip())
             # last example
             if tokens:
                 yield guid, {