PolicyQA: A Reading Comprehension Dataset for Privacy Policies

Well-read students learn better: The impact of student initialization on knowledge distillation

Original

Iulia Turc, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 1908

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The cost of reading privacy policies

Aleecia M McDonald and Lorrie Faith Cranor. 2008 · 2008

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The usable privacy policy project

Norman Sadeh, Alessandro Acquisti, Travis D Breaux, Lorrie Faith Cranor, Aleecia M McDonald, Joel R Reidenberg, Noah A Smith, Fei Liu, N Cameron Russell, Florian Schaub, et al. 2013 · 2013

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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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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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Towards an information type lexicon for privacy policies

Jaspreet Bhatia and Travis D Breaux. 2015 · 2015

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Automated extraction of regulated information types using hyponymy relations

Jaspreet Bhatia, Morgan C Evans, Sudarshan Wadkar, and Travis D Breaux. 2016 · 2016

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SQuAD: 100,000+ questions for machine comprehension of text

Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016

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Ambiguity in privacy policies and the impact of regulation

Joel R Reidenberg, Jaspreet Bhatia, Travis D Breaux, and Thomas B Norton. 2016 · 2016

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Automatic extraction of opt-out choices from privacy policies

Kanthashree Mysore Sathyendra, Florian Schaub, Shomir Wilson, and Norman Sadeh. 2016 · 2016

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Enriching word vectors with subword information

Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 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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Bidirectional attention flow for machine comprehension

Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, and Hannaneh Hajishirzi. 2017 · 2017

Polisis: Automated analysis and presentation of privacy policies using deep learning

Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G Shin, and Karl Aberer. 2018 · 2018

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A comprehensive keyword analysis of online privacy policies

Jasmin Kaur, Rozita A Dara, Charlie Obimbo, Fei Song, and Karen Menard. 2018 · 2018

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RECIPE: Applying open domain question answering to privacy policies

Yan Shvartzshanider, Ananth Balashankar, Thomas Wies, and Lakshminarayanan Subramanian. 2018 · 2018

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BERT: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

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Question answering for privacy policies: Combining computational and legal perspectives

Abhilasha Ravichander, Alan W Black, Shomir Wilson, Thomas Norton, and Norman Sadeh. 2019 · 2019

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