This project explores automatic essay grading using machine learning and NLP. LSTM and SVM models analyze factors like cohesion, syntax, and vocabulary to score essays (1-5) on IELTS/TOEFL scales. Trained on pre-graded essays, the system removes human bias and promises consistent, efficient grading. Dive in to see how language tech can revolutionize education!

Highlights:

• Machine learning magic: LSTM and SVM models handle the grading.
• Objective and consistent: Eliminates human bias and subjectivity.
• Evolved analysis: Considers key factors like cohesion and vocabulary.
• Ready to test: Trained on pre-graded essays and ready for evaluation.

**Imp: **This work has alreadt been presented in a conference and is yet to be published.