Update ner.py

ner.py

@@ -15,27 +15,6 @@ LugandaPII is a dataset that includes named entities such as PERSON, ORG, LOCATI
 The dataset is available in Lum, Kanuri, and Hausa languages, distributed across train, validation, and test splits.
 """
 
-# Data directory structure
-data_directory = """
-data
-├── hau
-│   ├── test.txt
-│   ├── train.txt
-│   └── val.txt
-├── knr
-│   ├── test.txt
-│   ├── train.txt
-│   └── val.txt
-├── lug
-│   ├── test.txt
-│   ├── train.txt
-│   └── val.txt
-└── lum
-    ├── test.txt
-    ├── train.txt
-    └── val.txt
-"""
-
 _URL = "https://github.com/EricPeter/pii/raw/main/data"
 _TRAINING_FILE = "train.txt"
 _VAL_FILE = "val.txt"
@@ -51,9 +30,8 @@ class Masakhaner(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         LugPIIConfig(name="lug", version=datasets.Version("1.0.0"), description="PII NER dataset for Luganda."),
         LugPIIConfig(name="hau", version=datasets.Version("1.0.0"), description="PII NER dataset for Hausa."),
-        LugPIIConfig(name="knr", version=datasets.Version("1.0.0"), description="PII NER dataset for Hausa."),
-        LugPIIConfig(name="lum", version=datasets.Version("1.0.0"), description="PII NER dataset for Hausa."),
-
+        LugPIIConfig(name="knr", version=datasets.Version("1.0.0"), description="PII NER dataset for Kanuri."),
+        LugPIIConfig(name="lum", version=datasets.Version("1.0.0"), description="PII NER dataset for Lum."),
     ]
 
     def _info(self):
@@ -104,7 +82,7 @@ class Masakhaner(datasets.GeneratorBasedBuilder):
         )
 
     def _split_generators(self, dl_manager):
-        lang_code = self.config.name  # 'lug', 'hau', etc.
+        lang_code = self.config.name  # 'lug', 'hau', 'knr', 'lum'
         urls_to_download = {
             "train": f"{_URL}/{lang_code}/{_TRAINING_FILE}",
             "val": f"{_URL}/{lang_code}/{_VAL_FILE}",
@@ -118,7 +96,6 @@ class Masakhaner(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]})
         ]
 
-
     def _generate_examples(self, filepath):
         logger.info("Generating examples from = %s", filepath)
         with open(filepath, encoding="utf-8") as f: