Essay Scoring Grading Transformer Models
Tools for automatically scoring, grading, and evaluating student essays and written assignments using transformers and NLP. Includes rubric generation and proficiency assessment. Does NOT include general text classification, data augmentation libraries without essay-grading context, or answer evaluation systems for non-essay formats.
There are 24 essay scoring grading models tracked. The highest-rated is varunkumar-dev/TransformersDataAugmentation at 43/100 with 135 stars.
Get all 24 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=essay-scoring-grading&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
varunkumar-dev/TransformersDataAugmentation
Code associated with the "Data Augmentation using Pre-trained Transformer... |
|
Emerging |
| 2 |
styfeng/DataAug4NLP
Collection of papers and resources for data augmentation for NLP. |
|
Emerging |
| 3 |
Akshint0407/Automated-Answer-Checker
AI-powered grading system for educators 🔹 Streamlit web app that automates... |
|
Emerging |
| 4 |
Anjum48/commonlitreadabilityprize
4th Place solution for the Kaggle CommonLit Readability Prize |
|
Emerging |
| 5 |
yuchen0515/2022-Competition-CUDAOutOfMemory
Our team placed 6th out of 119 teams in E.SUN AI Open Competition Summer... |
|
Emerging |
| 6 |
kozodoi/Text_Readability_Prediction
Predicting text reading complexity with transformers (top-9% Kaggle solution... |
|
Experimental |
| 7 |
bandirevanth/Verbix
AI Grammar Scoring Engine with Evaluation & Feedback |
|
Experimental |
| 8 |
sergio11/headline_generation_lstm_transformers
Explore advanced neural networks for crafting captivating headlines! Compare... |
|
Experimental |
| 9 |
Yottaxx/haihua_ATTOY_ChineseMachineReading
Chinese Machine Reading 2021海华AI挑战赛·中文阅读理解·技术组·第三名 |
|
Experimental |
| 10 |
omerfarooq223/AutoGrader-Agent
AI agent that grades student assignments from a ZIP file using LLMs —... |
|
Experimental |
| 11 |
EngrEeshaKhan/Learning-Agency-Lab---Automated-Essay-Scoring-2.0
Improve upon essay scoring algorithms to improve student learning outcomes |
|
Experimental |
| 12 |
sidharrth2002/text-scoring
Industrial Text Scoring using Multimodal Deep Natural Language Processing 🚀 ... |
|
Experimental |
| 13 |
Mrigank005/Rubric_Generator
This repository contains a machine learning model designed to generate... |
|
Experimental |
| 14 |
affjljoo3581/CommonLit-Readability-Prize
🥈42nd place in CommonLit Readability Prize competition🥈 |
|
Experimental |
| 15 |
mlengineershub/LazyTeacher
End-To-End Machine Learning Project for Automatic Grades for Student Essays |
|
Experimental |
| 16 |
alantomanu/Autograde
AutoGrade is a modern web application that automates the grading of... |
|
Experimental |
| 17 |
luantran/One-model-to-grade-them-all
Comparative study of ML approaches for automatic CEFR level classification... |
|
Experimental |
| 18 |
pranshurastogi29/Amazon_ml_challenge-solution
26th place solution from 3290 teams held on HackerEarth |
|
Experimental |
| 19 |
IsmaelMousa/automatic-essay-grading
Systematically train and benchmark Mistral, Qwen2.5, and SmolLM2 on essay... |
|
Experimental |
| 20 |
NeonKazuha/Axios
Axios: A PyTorch-based transformer model trained on Marvel Cinematic... |
|
Experimental |
| 21 |
kjgpta/Data-Augmentation-for-Automated-Essay-Scoring-using-Transformer-Models
A novel data augmentation approach for Automated Essay Scoring and modeling... |
|
Experimental |
| 22 |
mosh98/Feature_Space_Augmentation
Feature space Augmentation |
|
Experimental |
| 23 |
akuritsyn/feedback-prize-2021
Kaggle NLP competition - Top 2% solution (36/2060) |
|
Experimental |
| 24 |
asma-hachaichi/Transformers-NLP-Pipelines
This Streamlit-based web application demonstrates the use of various NLP... |
|
Experimental |