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Recently, caption generation with an encoder-decoder framework has been extensively studied and applied in different domains, such as image captioning, code captioning, and so on. In this paper, we propose a novel architecture, namely Auto-Reconstructor Network (ARNet), which, coupling with the conventional encoder-decoder framework, works in an end-to-end fashion to generate captions. AR-Net aims at reconstructing the previous hidden state with the present one, besides behaving as thedoi:10.1109/cvpr.2018.00834 dblp:conf/cvpr/Chen0JY018 fatcat:7mporxrrtfa45jckbiv7oujp2q