Исправление кандидатов.

utils/utils.py

@@ -58,7 +58,7 @@ def get_candidates(text, nlp, min_df=0.0, ngram_range=(1, 3), max_words=None):
         if token.pos_ == "NOUN" and (token.text == token.lemma_ or not (token.text in noun_lemmas)):
             nouns.add(token.text)
     #print(nouns)
-    nouns = nouns.union(noun_lemmas)
+    nouns = noun_lemmas #nouns.union(noun_lemmas)
     
     # Объединение.
     with_nouns = nouns.union(noun_phrases)