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Created a web app that can automatically score essays. The grading model was trained using HP Essays Dataset from Kaggle. Used Long Short Term Memory (LSTM) network and machine learning algorithms to train model. WebApp was created using Flask framework.
This repository is the implementation of the ProTACT architecture, introduced in the paper "Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring" (ACL Findings 2023).
IELTS Essay Evaluator is an Android app where IELTS aspirants can post their essays/letters/reports and get them evaluated and corrected for a fee. They also get suggestions, tips to improve their band score. Developed by Barath Sekar and powered by Acquire Job Skills.
This project develops cross-prompt Automated Essay Scoring models using holistic and multi-task neural networks. It employs leave-one-out prompt validation, hyperparameter tuning, and custom losses to handle varying score ranges and traits across essay prompts.