IntroToNLP Project - QuestionAnswering (Spring '23)

Term Project for the course Introduction to Natural Language Processing for Spring'23 at IIIT, Hyderabad

Team : Rahul Padhy (2022201003) and Arun Das (2022201021)

SQuAD 1.0 and 2.0 datasets availed from Kaggle and HuggingFace

Kaggle Notebooks can be found here

Pre-trained models on SQuAD 1.0 and SQuAD 2.0 can be found in the respective folders here

Github Link for all the codes and experimentations can be found here

Method of Execution of the 2 scripts :-

python3 TrainingBERT.py -t <train_dataset_path> -v <validation_dataset_path>

python3 FineTunedBERTevaluation.py -m <pre_trained_model_path> -v <validation_dataset_path>

NOTE : Its assumed that the required files are present in the same directory as the script(s).