Before revision:  The proposed system achieves a F1 score of 0.9011 on the test set (ranking 7th on the leaderboard) , and shows significant gains in performance compared to a baseline system using fasttext embeddings.
After revision:  The proposed system achieves a F1 score of 0.9011 on the test set (ranking 7th on the leaderboard) and shows significant gains in performance compared to a baseline system using fasttext embeddings.