tokens: For example , 14_yu2015empirical applied Neural Machine Translation ( NMT ) with sophisticated attention mechanism and Neural Turing Machine ( NTM ) with distributed external memory to solve QA tasks , and 5_sukhbaatar2015end designed end - to - end memory networks and introduced multi - hop reasoning component to solve various types of QA task .