Generating natural sentences from images is a fundamental learning task for visual-semantic understanding in multimedia. In this paper, we propose to apply dual attention on pyramid image feature maps fully explore the correlations and improve quality of generated sentences. Specifically, with full consideration contextual information provided by hidden state RNN controller, can better localize...

This study aimed to investigate the effect of sentence writing practice on male and female low-intermediate students’ English grammatical accuracy. The question this study tried to answer does English grammatical accuracy can be affected by sentence writing practice. To find the answer to the question, 15 low intermediate level students from Kish away institute were selected. They were both mal...