sentence1: gu et al , cheng and lapata , and nallapati et al also utilized seq2seq based framework with attention modeling for short text or single document summarization .
sentence2: nallapati et al also employed the typical attention modeling based seq2seq framework , but utilized a trick to control the vocabulary size to improve the training efficiency .