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Encoder-decoder models have been widely used to solve sequence to sequence prediction tasks.
Bidirectional recurrent neural networks
Mike Schuster and Kuldip K Paliwal · 1997
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Headline generation based on statistical translation
Michele Banko, Vibhu O Mittal, and Michael J Witbrock · 2000
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Automatic text summarization using a machine learning approach
Joel Larocca Neto, Alex A Freitas, and Celso AA Kaestner · 2002
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English giga-word, 2003
David Graff and Christopher Cieri · 2003
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Lexrank: Graph-based lexical centrality as salience in text summarization
Günes Erkan and Dragomir R Radev · 2004
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David Zajic, Bonnie Dorr, and Richard Schwartz · 2004
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Duc in context
Paul Over, Hoa Dang, and Donna Harman · 2007
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Sentence compression beyond word deletion
Trevor Cohn and Mirella Lapata · 2008
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Extractive summarization using supervised and semi-supervised learning
Kam-Fai Wong, Mingli Wu, and Wenjie Li · 2008
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Generation with quasi-synchronous grammar
Kristian Woodsend, Yansong Feng, and Mirella Lapata · 2010
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Natural language processing (almost) from scratch
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Annotated gigaword
Courtney Napoles, Matthew Gormley, and Benjamin Van Durme · 2012
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Overcoming the lack of parallel data in sentence compression
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Recurrent continuous translation models
Nal Kalchbrenner and Phil Blunsom · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
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Learning phrase representations using rnn encoder-decoder for statistical machine translation
Heads: Headline generation as sequence prediction using an abstract feature-rich space
Carlos A Colmenares, Marina Litvak, Amin Mantrach, and Fabrizio Silvestri · 2015
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Lcsts: A large scale chinese short text summarization dataset
Baotian Hu, Qingcai Chen, and Fangze Zhu · 2015
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A neural attention model for abstractive sentence summarization
Alexander M Rush, Sumit Chopra, and Jason Weston · 2015
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Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly · 2015
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Neural summarization by extracting sentences and words
Jianpeng Cheng and Mirella Lapata · 2016
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Addressing the rare word problem in neural machine translation
Minh-Thang Luong, Ilya Sutskever, Quoc V Le, Oriol Vinyals, and Wojciech Zaremba · 2014
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Random walk initialization for training very deep feedforward networks
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V Le · 2014
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Abstractive sentence summarization with attentive recurrent neural networks
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