sentence1: in this setting , where we use both word-level and character-level representations , it is beneficial to use a smaller lstm than in the character-level only setting .
sentence2: 9 we found that in this setting , where we use both word-level and character-level representations , it is beneficial to use a smaller lstm than in the character-level only setting .