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Sentence simplification is the task of rewriting texts so they are easier to understand.
Derivation of new readability formulas (automated readability index, fog count and flesch reading ease formula) for navy enlisted personnel ; research branch report 8-75
J. Peter Kincaid, Robert P. Fishburne, Richard E. L. Rogers, and Brad S. Chissom. 1975 · 1975
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Motivations and methods for text simplification
R. Chandrasekar, Christine Doran, and B. Srinivas. 1996 · 1996
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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Web 1t 5-gram version 1
Thorsten Brants and Alex Franz. 2006 · 2006
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A Study of Translation Edit Rate with Targeted Human Annotation
Matthew Snover, Bonnie Dorr, Richard Schwartz, Linnea Micciulla, and John Makhoul. 2006 · 2006
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Sentence simplification for semantic role labeling
David Vickrey and Daphne Koller. 2008 · 2008
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A monolingual tree-based translation model for sentence simplification
Zhemin Zhu, Delphine Bernhard, and Iryna Gurevych. 2010 · 2010
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Learning to simplify sentences using wikipedia
Will Coster and David Kauchak. 2011 · 2011
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KenLM: faster and smaller language model queries
Kenneth Heafield. 2011 · 2011
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Evaluating sentence compression: Pitfalls and suggested remedies
Courtney Napoles, Benjamin Van Durme, and Chris Callison-Burch. 2011 · 2011
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English Gigaword Fifth Edition LDC2011T07. DVD
Robert Parker, David Graff, Junbo Kong, Ke Chen, and Kazuaki Maeda. 2011 · 2011
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Learning to simplify sentences with quasi-synchronous grammar and integer programming
Kristian Woodsend and Mirella Lapata. 2011 · 2011
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Sentence simplification by monolingual machine translation
Sander Wubben, Antal van den Bosch, and Emiel Krahmer. 2012 · 2012
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Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Distributed representations of sentences and documents
Quoc Le and Tomas Mikolov. 2014 · 2014
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The stanford corenlp natural language processing toolkit
Christopher Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven Bethard, and David McClosky. 2014 · 2014
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Hybrid simplification using deep semantics and machine translation
Shashi Narayan and Claire Gardent. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Can text simplification help machine translation?
Sanja Štajner and Maja Popovic. 2016 · 2016
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Optimizing statistical machine translation for text simplification
Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, and Chris Callison-Burch. 2016 · 2016
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Sockeye: A toolkit for neural machine translation
Felix Hieber, Tobias Domhan, Michael Denkowski, David Vilar, Artem Sokolov, Ann Clifton, and Matt Post. 2017 · 2017
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Exploring neural text simplification models
Sergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, and Liviu P. Dinu. 2017 · 2017
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Automatic Text Simplification
Horacio Saggion. 2017 · 2017
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Generating high-quality and informative conversation responses with sequence-to-sequence models
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Text rewriting improves semantic role labeling
Kristian Woodsend and Mirella Lapata. 2014 · 2014
Cited alongside, same era.
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, and Zheng Zhang. 2015 · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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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 conversational model
Oriol Vinyals and Quoc V. Le. 2015 · 2015
Cited alongside, same era.
Problems in current text simplification research: New data can help
Wei Xu, Chris Callison-Burch, and Courtney Napoles. 2015 · 2015
Cited alongside, same era.
Louis Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, and Ray Kurzweil. 2017 · 2017
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Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Sentence simplification with deep reinforcement learning
Xingxing Zhang and Mirella Lapata. 2017 · 2017
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Hierarchical neural story generation
Angela Fan, Mike Lewis, and Yann Dauphin. 2018 · 2018
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Simplification using paraphrases and context-based lexical substitution
Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki, and Chris Callison-Burch. 2018 · 2018
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Bleu is not suitable for the evaluation of text simplification
Elior Sulem, Omri Abend, and Ari Rappoport. 2018 · 2018
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Diverse beam search: Decoding diverse solutions from neural sequence models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R Selvaraju, Qing Sun, Stefan Lee, David Crandall, and Dhruv Batra. 2018 · 2018
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Sentence simplification with memory-augmented neural networks
Tu Vu, Baotian Hu, Tsendsuren Munkhdalai, and Hong Yu. 2018 · 2018
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Integrating transformer and paraphrase rules for sentence simplification
Sanqiang Zhao, Rui Meng, Daqing He, Saptono Andi, and Parmanto Bambang. 2018 · 2018
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