sentence1: katiyar and cardie proposed a recurrent neural network to extract features to learn an hypergraph structure of nested mentions , using a bilou encoding scheme .
sentence2: katiyar and cardie presented a standard lstm-based sequence labeling model to learn the nested entity hypergraph structure for an input sentence .