diff --git a/tests/unit/test_word_embeddings.py b/tests/unit/test_word_embeddings.py
index efa425b..c1eb0e3 100644
--- a/tests/unit/test_word_embeddings.py
+++ b/tests/unit/test_word_embeddings.py
@@ -15,9 +15,6 @@ from utils_nlp.pretrained_embeddings.glove import (
 )
 from utils_nlp.pretrained_embeddings.word2vec import (
     load_pretrained_vectors as load_word2vec,
-    load_pretrained_vectors,
-    download_word2vec_corpus,
-    extract_word2vec_corpus,
 )
 
 
diff --git a/utils_nlp/pretrained_embeddings/fasttext.py b/utils_nlp/pretrained_embeddings/fasttext.py
index 58cda5c..6164013 100644
--- a/utils_nlp/pretrained_embeddings/fasttext.py
+++ b/utils_nlp/pretrained_embeddings/fasttext.py
@@ -36,6 +36,10 @@ def _download_fasttext_vectors(download_dir, file_name="wiki.simple.zip"):
     fastText. You can directly download the vectors from here:
     https://dl.fbaipublicfiles.com/fasttext/vectors-wiki/wiki.simple.zip
 
+    For the full version of pre-trained word vectors, change the url for
+    FASTTEXT_EN_URL to https://dl.fbaipublicfiles.com/fasttext/vectors-wiki/wiki.en.zip
+    in __init__.py
+
     Args:
         download_dir (str): File path to download the file
         file_name (str) : File name given by default but can be changed by the user.