Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning

no code implementations • 8 Nov 2021 • Tamjid Al Rahat, Tu Le, Yuan Tian

Since GDPR came into force in May 2018, companies have worked on their data practices to comply with this privacy law.

Active Learning

SkillBot: Identifying Risky Content for Children in Alexa Skills

no code implementations • 5 Feb 2021 • Tu Le, Danny Yuxing Huang, Noah Apthorpe, Yuan Tian

Finally, we identify a novel risk in the VPA ecosystem: confounding utterances, or voice commands shared by multiple apps that may cause a user to interact with a different app than intended.

Intent Classification and Slot Filling for Privacy Policies

1 code implementation • ACL 2021 • Wasi Uddin Ahmad, Jianfeng Chi, Tu Le, Thomas Norton, Yuan Tian, Kai-Wei Chang

We refer to predicting the privacy practice explained in a sentence as intent classification and identifying the text spans sharing specific information as slot filling.

General Classification intent-classification +3