diff --git a/README.md b/README.md
index 7fd0fa261744aeb07056586c52e1d5c416af3424..852106fdf461bd0509a535fc6ab903a87dcac569 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
 ---
 task_categories:
-- summarization
+- conditional-text-generation
 task_ids:
-- news-articles-summarization
-language:
+- summarization
+languages:
 - am
 - ar
 - az
@@ -49,7 +49,7 @@ language:
 - yo
 size_categories:
 - 1M<n<10M
-license:
+licenses:
 - cc-by-nc-sa-4.0
 multilinguality:
 - multilingual
@@ -176,7 +176,7 @@ ds = load_dataset(f"csebuetnlp/CrossSum", "{}-{}".format(src_lang, tgt_lang))
 
 ### Data Instances
 
-One example from the `japanese-bengali` split of the dataset is given below in JSON format. 
+One example from the `English` dataset is given below in JSON format. 
 ```
 {
     "source_url": "https://www.bbc.com/japanese/53074000",
diff --git a/CrossSum.py b/crosssum.py
similarity index 85%
rename from CrossSum.py
rename to crosssum.py
index a1d04cf183eaae209838f27e7dc411672d8fe537..167bed9b490f397d5ec7b2edc477d74d93c9bb0b 100644
--- a/CrossSum.py
+++ b/crosssum.py
@@ -115,27 +115,27 @@ class Crosssum(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
-        lang_pairs = str(self.config.name)
-        url = _URL.format(*lang_pairs.split("-"))
+        lang = str(self.config.name)
+        url = _URL.format(lang, self.VERSION.version_str[:-2])
 
         data_dir = dl_manager.download_and_extract(url)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, lang_pairs + "_train.jsonl"),
+                    "filepath": os.path.join(data_dir, lang + "_train.jsonl"),
                 },
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, lang_pairs + "_test.jsonl"),
+                    "filepath": os.path.join(data_dir, lang + "_test.jsonl"),
                 },
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.VALIDATION,
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, lang_pairs + "_val.jsonl"),
+                    "filepath": os.path.join(data_dir, lang + "_val.jsonl"),
                 },
             ),
         ]
@@ -143,7 +143,6 @@ class Crosssum(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath):
         """Yields examples as (key, example) tuples."""
         with open(filepath, encoding="utf-8") as f:
-            idx_ = -1
             for idx_, row in enumerate(f):
                 data = json.loads(row)
                 yield idx_, {
@@ -152,12 +151,3 @@ class Crosssum(datasets.GeneratorBasedBuilder):
                     "summary": data["summary"],
                     "text": data["text"],
                 }
-
-            # empty splits for extremely low-resource pairs
-            if idx_ == -1:
-                yield 0, {
-                    "source_url": "",
-                    "target_url": "",
-                    "summary": "",
-                    "text": "",
-                }
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