- End to End NLP text similarity project , served as a REST API via Flask App.
- The Kaggle dataset can be found Here Click Here
Steps to run the project Click Here
- id - the id of a training set question pair
- qid1, qid2 - unique ids of each question (only available in train.csv)
- question1, question2 - the full text of each question
- is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise.
The goal of this competition is to predict which of the provided pairs of questions contain two questions with the same meaning.
- Request sample
- Response Sample
