diff --git a/c4200m_get_target_sentences.py b/c4200m_get_target_sentences.py
index 7856e75..f893832 100644
--- a/c4200m_get_target_sentences.py
+++ b/c4200m_get_target_sentences.py
@@ -8,27 +8,36 @@
 
 LOGGING_STEPS = 100000
 
+
 def main(argv):
   if len(argv) != 3 and len(argv) != 4:
     raise app.UsageError(
-        "python3 c4200m_get_target_sentences.py <edits-tsv> <output-tsv> [<lang>]")
+        "python3 c4200m_get_target_sentences.py <edits-tsv> <output-tsv>"
+        " [<lang>]"
+    )
   edits_tsv_path = argv[1]
   output_tsv_path = argv[2]
 
-  tfds_name = "c4/en:2.2.1"
   if len(argv) == 4 and argv[3] != "en":
-    tfds_name = "c4/multilingual/" + argv[3]
+    tfds_name = "c4/multilingual:3.1.0"
+    split = argv[3]
+  else:
+    tfds_name = "c4/en:2.2.1"
+    split = "train"
 
   print("Loading C4_200M target sentence hashes from %r..." % edits_tsv_path)
   remaining_hashes = set()
   with open(edits_tsv_path) as edits_tsv_reader:
     for tsv_line in edits_tsv_reader:
       remaining_hashes.add(tsv_line.split("\t", 1)[0])
-  print("Searching for %d target sentences in the dataset %r..." %
-        (len(remaining_hashes), tfds_name))
+  print(
+      "Searching for %d target sentences in the dataset %r split %r..."
+      % (len(remaining_hashes), tfds_name, split)
+  )
   target_sentences = []
   for num_done_examples, example in enumerate(
-      tfds.load("c4/en:2.2.1", split="train")):
+      tfds.load(tfds_name, split=split)
+  ):
     for line in example["text"].numpy().decode("utf-8").split("\n"):
       line_md5 = hashlib.md5(line.encode("utf-8")).hexdigest()
       if line_md5 in remaining_hashes:
@@ -37,10 +46,14 @@ def main(argv):
     if not remaining_hashes:
       break
     if num_done_examples % LOGGING_STEPS == 0:
-      print("-- %d C4 examples done, %d sentences still to be found" %
-            (num_done_examples, len(remaining_hashes)))
-  print("Found %d target sentences (%d not found)." %
-        (len(target_sentences), len(remaining_hashes)))
+      print(
+          "-- %d C4 examples done, %d sentences still to be found"
+          % (num_done_examples, len(remaining_hashes))
+      )
+  print(
+      "Found %d target sentences (%d not found)."
+      % (len(target_sentences), len(remaining_hashes))
+  )
   print("Writing C4_200M sentence pairs to %r..." % output_tsv_path)
   with open(output_tsv_path, "w") as output_tsv_writer:
     while target_sentences:
@@ -49,3 +62,4 @@ def main(argv):
 
 if __name__ == "__main__":
   app.run(main)
+