Fix typos for Komninos embeddings

flair/embeddings.py

@@ -175,7 +175,7 @@ def __init__(self, embeddings: str, field: str = None):
             cached_path(f'{embeddings_path_v4_1}turian.vectors.npy', cache_dir=cache_dir)
             embeddings = cached_path(f'{embeddings_path_v4_1}turian', cache_dir=cache_dir)
 
-        # KOMNIOS embeddings
+        # KOMNINOS embeddings
         elif embeddings.lower() == 'extvec' or embeddings.lower() == 'en-extvec':
             cached_path(f'{old_base_path}extvec.gensim.vectors.npy', cache_dir=cache_dir)
             embeddings = cached_path(f'{old_base_path}extvec.gensim', cache_dir=cache_dir)

resources/docs/TUTORIAL_3_WORD_EMBEDDING.md

@@ -18,7 +18,7 @@ fine-tuning.
 ## Classic Word Embeddings
 
 Classic word embeddings are static and word-level, meaning that each distinct word gets exactly one pre-computed 
-embedding. Most embeddings fall under this class, including the popular GloVe or Komnios embeddings. 
+embedding. Most embeddings fall under this class, including the popular GloVe or Komninos embeddings. 
 
 Simply instantiate the WordEmbeddings class and pass a string identifier of the embedding you wish to load. So, if 
 you want to use GloVe embeddings, pass the string 'glove' to the constructor: 
@@ -62,7 +62,7 @@ The following embeddings are currently supported:
 | ID | Language | Embedding | 
 | ------------- | -------------  | ------------- |
 | 'en-glove' (or 'glove') | English | GloVe embeddings |
-| 'en-extvec' (or 'extvec') | English |Komnios embeddings |
+| 'en-extvec' (or 'extvec') | English |Komninos embeddings |
 | 'en-crawl' (or 'crawl')  | English | FastText embeddings over Web crawls |
 | 'en-twitter' (or 'twitter')  | English | Twitter embeddings |
 | 'en-turian' (or 'turian')  | English | Turian embeddings (small) |