Ambiguity Scoring Tool

The live dashboard can be found here

Components:-

1. Overview

This page gives a brief description about the classification of ambiguous terms in 4 categories.

2. Ambiguity Scoring Tool

• The Ambiguity Scoring tool takes in a text document, passes it through an NLP pipelilne and provides an analysis of the text in terms of ambiguity.
• Users may input a pdf file or copy and paste the text in a text box.
• The tool finds phrases that use ambiguous terms and displays 2 plots to the user.
• Furthermore, the user can see the list of ambiguous phrases by choosing the Show Matrix option in the drop down menu.

3. Policy Results

We passed 76 poicies through our pipeline to study the use of ambiguous words in Privacy Policies.

• This Policy Results are displayed in a plot that shows the numeric ambiguity score for each category along with their probability of occurence.
• The users can search for a particular word and see top n words associated with their searched word in the corpus.

4. Company Policies

• This section allows users to see the analysis of individual company policies.
• It also allows users to compare the Privacy Policies of the 76 Companies in our corpus.

Run on local machine

To run the application on your local machine

• install all dependencies mentioned in the requirements.

Run the following command on terminal:-

git clone https://github.com/isbdiri/Sentence_embedding.git

change directory to the cloned repository

cd Sentence_embedding

Run the app

streamlit run Dashboard.py