Quora is a platform that empowers people to learn from each other. On Quora, people can ask questions and connect with others who contribute unique insights and quality answers. A key challenge is to weed out insincere questions -- those founded upon false premises, or that intend to make a statement rather than look for helpful answers. And to solve this problem our project comes to the picture.

Features:

• Chrome Extension that provides color flag based on the sincerity of a question at the time of posing question.
• Fix your Question Using rephrasing feature to rebuild the sentence
• Fix question by Checking sentence formation, Grammar + spell check.

Architecture:

File Structuree:

• ./Extension: Extension files
• ./Model: trained models
• SMF_api_call_response_from_ngkor_main.ipynb: Model prediction and API call
• Paraphrasing.ipynb: Streamlit app
• lstm-is-all-you-need-well-maybe-embeddings-also.ipynb: Model training