Many neural network methods have recently been exploited in various natural language processing (NLP) tasks, such as parsing , POS tagging (Lample et al., 2016) , relation extraction (dos Santos et al., 2015) , translation (Bahdanau et al., 2015) , and joint tasks<cite> (Miwa and Bansal, 2016)</cite> .