Update README.md

README.md

@@ -102,20 +102,20 @@ reranker = pipeline(
 similarity = reranker(
     [
         dict(
-            text=ii, # the model was trained with context in `text` argument
+            text=context, # the model was trained with context in `text` argument
             text_pair=query # and query in `text_pair` argument.
         )
-        for ii in context_list
+        for context in contexts
     ]
 )
-context_reranked = sorted(
+contexts_reranked = sorted(
     filter(
         lambda x: x[0]['label'] == "LABEL_1",
         zip(similarity, context_list)
     ),
     key=lambda x: x[0]
 )
-score, context_cleaned = zip(
+score, contexts_cleaned = zip(
     *filter(
         lambda x: x[0] >= 0.8
     )