sentence1: to overcome this independence assumptions imposed by the bi-lstm and to exploit this kind of labeling constraints in our arabic segmentation system , we model label sequence logic jointly using conditional random fields .
sentence2: to overcome the independence assumptions imposed by the bilstm and exploit these kind of labeling constraints in our arabic segmentation system , we model label sequence logic jointly using conditional random fields .