Given a pre-defined set of questions and its responses just like a set of FAQ's we try to predict an appropriate response for a user defined query.
We frame the problem as the Multilabel Classification Problem capitalizing on the power of the state of the art models, RoBerta in this project. Also we use a novel training approach to mitigate the lack of the training data across the closed domain.
Install the dependencies in the requirements.txt:
python3 run-demo.py
then open the link on the browser: http://0.0.0.0:1995/
this can be modified in the run-demo.py file.
python3 train_roberta.py
python3 roberta.py
Rajat Mittal- Jan 2020 - May 2020
Andrew Koh Jin Jie and Prof. Chng Eng Siong Nanyang Technological University For the mentorship and assitance.