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Website privacy policies represent the single most important source of information for users to gauge how their personal data are collected, used and shared by companies.
Long short-term memory
Sepp Hochreiter and Jurgen Schmidhuber. 1997 · 1997
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Rosanna Keefe. 2000 · 2000
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Vagueness in Context
Stewart Shapiro. 2006 · 2006
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The cost of reading privacy policies
Aleecia M. McDonald and Lorrie Faith Cranor. 2008 · 2008
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Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot and Yoshua Bengio. 2010 · 2010
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Not Exactly: In Praise of Vagueness
Kees van Deemter. 2010 · 2010
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Automatic categorization of privacy policies: A pilot study
Waleed Ammar, Shomir Wilson, Norman Sadeh, and Noah A. Smith. 2012 · 2012
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Automated text mining for requirements analysis of policy documents
Aaron K. Massey, Jacob Eisenstein, Annie I. Anton, and Peter P. Swire. 2013 · 2013
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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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The usable privacy policy project: Combining crowdsourcing, machine learning and natural language processing to semi-automatically answer those privacy questions users care about
Norman Sadeh, Alessandro Acquisti, Travis Breaux, Lorrie Cranor, Aleecia McDonald, Joel Reidenberg, Noah Smith, Fei Liu, Cameron Russel, Florian Schaub, and Shomir Wilson. 2013 · 2013
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Diederik P. Kingma and Max Welling. 2014 · 2014
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A step towards usable privacy policy: Automatic alignment of privacy statements
Fei Liu, Rohan Ramanath, Norman Sadeh, and Noah A. Smith. 2014 · 2014
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Conditional generative adversarial nets
Mehdi Mirza and Simon Osindero. 2014 · 2014
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Unsupervised alignment of privacy policies using hidden markov models
Rohan Ramanath, Fei Liu, Norman Sadeh, and Noah A. Smith. 2014 · 2014
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NIPS 2016 tutorial: Generative adversarial networks
Ian Goodfellow. 2016 · 2016
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Modeling language vagueness in privacy policies using deep neural networks
Fei Liu, Nicole Fella, and Kexin Liao. 2016 · 2016
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Visual analysis of hidden state dynamics in recurrent neural networks
Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, and Alexander M. Rush. 2016 · 2016
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SeqGAN: Sequence generative adversarial nets with policy gradient
Lantao Yu, Weinan Zhang, Jun Wang, and Yong Yu. 2016 · 2016
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SaToS: Assessing and summarising terms of services from german webshops
Daniel Braun, Elena Scepankova, Patrick Holl, and Florian Matthes. 2017 · 2017
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Disagreeable privacy policies: Mismatches between meaning and users’ understanding
Joel R. Reidenberg, Travis Breaux, Lorrie Faith Cranor, Brian French, Amanda Grannis, James T. Graves, Fei Liu, Aleecia M. McDonald, Thomas B. Norton, Rohan Ramanath, N. Cameron Russell, Norman Sadeh, and Florian Schaub. 2015 · 2015
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Ye Zhang and Byron C. Wallace. 2015 · 2015
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A theory of vagueness and privacy risk perception
Jaspreet Bhatia, Travis D. Breaux, Joel R. Reidenberg, and Thomas B. Norton. 2016 · 2016
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Named entity recognition with bidirectional LSTM-CNNs
Jason P.C. Chiu and Eric Nichols. 2016 · 2016
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The creation and analysis of a website privacy policy corpus
Shomir Wilson, Florian Schaub, Aswarth Abhilash Dara, Frederick Liu, Sushain Cherivirala, Pedro Giovanni Leon, Mads Schaarup Andersen, Sebastian Zimmeck, Kanthashree Mysore Sathyendra, N. Cameron Russell, Thomas B. Norton, Eduard Hovy, Joel R. Reidenberg, and Norman Sadeh. 2016a
Cited in the paper.
Crowdsourcing annotations for websites’ privacy policies: Can it really work?
Shomir Wilson, Florian Schaub, Rohan Ramanath, Norman Sadeh, Fei Liu, Noah A. Smith, and Frederick Liu. 2016b
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Adversarial learning for neural dialogue generation
Jiwei Li, Will Monroe, Tianlin Shi, Sebastien Jean, Alan Ritter, and Dan Jurafsky. 2017 · 2017
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Identifying the provision of choices in privacy policy text
Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub, Sebastian Zimmeck, and Norman Sadeh. 2017 · 2017
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KBGAN: Adversarial learning for knowledge graph embeddings
Liwei Cai and William Yang Wang. 2018 · 2018
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Jiatao Gu, Daniel Jiwoong Im, and Victor O.K. Li. 2018 · 2018
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