automated-feedback

Description

This repository contains the code for Automated Asssessment of Arabic Essays

The dataset used in this project is ZAEBUC, it can be downloaded from here.

Samer Lexicon was used to extract the readability levels of the words. The Samer lexicon can be downloaded from here.

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
.DS_Store		.DS_Store
Arabic-BERT.ipynb		Arabic-BERT.ipynb
README.md		README.md
Tree_depth.ipynb		Tree_depth.ipynb
ZAEBUC_Data_Augmentation.ipynb		ZAEBUC_Data_Augmentation.ipynb
augmented_essays.tsv		augmented_essays.tsv
classification.ipynb		classification.ipynb
classification_noaug.ipynb		classification_noaug.ipynb
d2v.model		d2v.model
documents_features.csv		documents_features.csv
feature_extraction_wholeEssays.ipynb		feature_extraction_wholeEssays.ipynb
group_text.ipynb		group_text.ipynb
ranking.ipynb		ranking.ipynb
requirements.txt		requirements.txt
words_features.csv		words_features.csv