Before revision:  For the second subtask, which is to select the reason why a statement does not make sense, we stand within the first six teams (93.7\%) among 27 participants with very competitive results  .
After revision:  For the second subtask, which is to select the reason why a statement does not make sense, we stand within the first six teams (93.7\%) among 27 participants with very competitive results . Our result for last subtask of generating reason against the nonsense statement shows many potentials for future researches as we applied the most powerful generative model of language (GPT-2) with 6.1732 BLEU score among first four teams .