def id_to_string(self, string_id, encoded_from=None, train=None):
"""Returns decoded string from int id."""
string = self.strings[string_id]
# Special strings are not encoded
if string in ["<pad>", "<unk>", "<none>", "<root>", "<anchor>"]:
return string
else:
# Decode string with lemma rule
if self.is_encoded == None or self.is_encoded == True:
return Lemmatizer.apply_lemma_rule(encoded_from, string)
else:
return string
