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We propose a selective encoding model to extend the sequence-to-sequence framework for abstractive sentence summarization.
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Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu. 2016 · 2016
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Effective approaches to attention-based neural machine translation
Thang Luong, Hieu Pham, and Christopher D. Manning. 2015 · 2015
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A neural attention model for abstractive sentence summarization
Alexander M. Rush, Sumit Chopra, and Jason Weston. 2015 · 2015
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Neural headline generation with minimum risk training
Ayana, Shiqi Shen, Zhiyuan Liu, and Maosong Sun. 2016 · 2016
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A dataset and evaluation metrics for abstractive compression of sentences and short paragraphs
Kristina Toutanova, Chris Brockett, Ke M. Tran, and Saleema Amershi. 2016 · 2016
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Online segment to segment neural transduction
Lei Yu, Jan Buys, and Phil Blunsom. 2016 · 2016
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Efficient summarization with read-again and copy mechanism
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