CHAI-LETS ANSWER SOME QUESTION.

Project description

  • Extractive Question Answering Bot
  • Answers question in multiple languages including Hindi and Tamil.
  • Feel free to play with the bot and don't forget to like the space.

App link

Screenshot

Dataset used

  • chaii by google
  • complete EDA of the dataset can be found here EDA

Screenshot

Model link

Model Description

  • This model is a fine-tuned BERT model on the chaii dataset.
  • It is a multilingual model trained on many languages like English, Hindi, German, French, etc.
  • User has to input the question and the context in the same language and the model will give the answer in the same language with the confidence score.

Results and observation

  • The model is able to give the correct answer in most of the cases.
  • Model has acheived exact match score of 82.14 on the validation set.

Libraries and Framework used