Applications of NLP in Privacy Policies
Photo by Marija Zaric on Unsplash How many privacy policies have you accepted without knowing what the policy states? We're guessing that number is probably pretty high. And you are not alone. A survey of 2100 individuals conducted reported that 87% of individuals accept policies without reading them. Common reasons for this included the length and general readability of the policies. Of the top 500 websites, the average reading score was comparable to that of a high school student , while the average reading level of US adults is that of the 7th grade. Luckily, Natural Language Processing (NLP) can help. For our project, we set out to detect the readability of current privacy policies (spoiler alert: you'd need to have at least completed high school to make sense of what you agree to). We also wanted to see how we could make the readability of the policies better. So what did we do with the privacy policies? We used privacy policies from the OPP-115 Corpus ...