Zero shot classification profanity identifier
Rishav Saha, Khushi Srivastava, K V R N Kiran Kumar · 2025
In this project we developed a web application showcasing the features of Zero Shot classification. The application already has a predetermined set of main and sub labels thanks to transformer model ‘facebook/bart-large-mnli’. The results are displayed in graphical form using Altair charts. Ultimately the purpose of this program is to show that we can develop a profanity identifying system using this model and this model successfully serves that purpose. This helps in promoting the bigger objective of making the online space more polite for communication between strangers. This application offers an opportunity for further research into improving accuracy and expanding classification capabilities.