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Research in the area of style transfer for text is currently bottlenecked by a lack of standard evaluation practices.
Syntactic Structures
Noam Chomsky. 1957 · 1957
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The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability
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An estimate of an upper bound for the entropy of english
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The effects of alternative methods of collecting similarity data for multidimensional scaling
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Long short-term memory
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A metric for distributions with applications to image databases
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Bleu: A method for automatic evaluation of machine translation
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Wordnet affect: an affective extension of wordnet
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Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
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Absolute identification by relative judgment
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The HTK Book Version 3.4
Steve J. Young, D. Kershaw, J. Odell, D. Ollason, V. Valtchev, and P. Woodland. 2006 · 2006
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Extracting and composing robust features with denoising autoencoders
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, and Pierre-Antoine Manzagol. 2008 · 2008
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Fast and robust earth mover’s distances
Ofir Pele and Michael Werman. 2009 · 2009
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A comparison of greedy and optimal assessment of natural language student input using word-to-word similarity metrics
Vasile Rus and Mihai Lintean. 2012 · 2012
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
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Bootstrapping dialog systems with word embeddings
Gabriel Forgues, Joelle Pineau, Jean-Marie Larchevêque, and Réal Tremblay. 2014 · 2014
Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov. 2017 · 2017
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Shikhar Sharma, Layla El Asri, Hannes Schulz, and Jeremie Zumer. 2017 · 2017
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Style transfer from non-parallel text by cross-alignment
Tianxiao Shen, Tao Lei, Regina Barzilay, and Tommi Jaakkola. 2017 · 2017
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Style transfer in text: Exploration and evaluation
Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, and Rui Yan. 2018 · 2018
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Speech and Language Processing , volume 3
Dan Jurafsky and James H Martin. 2018 · 2018
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text-cnn
Dongjun Lee. 2018 · 2018
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
Cited alongside, same era.
From word embeddings to document distances
Matt J. Kusner, Yu Sun, Nicholas I. Kolkin, and Kilian Q. Weinberger. 2015 · 2015
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Generating sentences from a continuous space
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew Dai, Rafal Jozefowicz, and Samy Bengio. 2016 · 2016
Cited alongside, same era.
Later among the works it cites.
Delete, retrieve, generate: a simple approach to sentiment and style transfer
Juncen Li, Robin Jia, He He, and Percy Liang. 2018 · 2018
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Style transfer through back-translation
Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, and Alan W Black. 2018 · 2018
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Adversarially regularized autoencoders
Junbo Zhao, Yoon Kim, Kelly Zhang, Alexander Rush, and Yann LeCun. 2018 · 2018
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