Automated Essay Evaluation using NLP
Done at Erdős Institute, Kaggle Competition, November, 2022
While participating at the Erdős Institute bootcamp during Fall 2022 we worked on a Kaggle competition.
Natural language processing based kaggle competition for evaluating english essays on 6 different metrics.
Built a more than 40% accurate predictive model using BERT, Transformers and XGBoost.
Please access the project repository here