Automated Answer Grading NLP Tools
Tools for automatically grading student answers (written, handwritten, code, or essay format) using NLP, semantic similarity, OCR, and ML techniques. Does NOT include plagiarism detection, general text classification, or peer review systems.
There are 44 automated answer grading tools tracked. The highest-rated is antrixsh/trusteval at 40/100 with 4 stars.
Get all 44 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=automated-answer-grading&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
antrixsh/trusteval
Enterprise LLM Evaluation & Responsible AI Framework — Benchmark bias,... |
|
Emerging |
| 2 |
nityansuman/marvin
Web app to automatically generate subjective or an objective test and... |
|
Emerging |
| 3 |
shibing624/judger
自动作文评分工具，支持中文、英文作文智能评分，支持评分模型自训练，支持WEKA处理模型数据，支持自定义评分算法。java开发。 |
|
Emerging |
| 4 |
shubhpawar/Automated-Essay-Scoring
Automated Essay Scoring on The Hewlett Foundation dataset on Kaggle |
|
Emerging |
| 5 |
samiali12/debateai-server
A FastAPI-powered backend that manages structured debates, analyzes... |
|
Emerging |
| 6 |
usnistgov/KAIROS
Scoring and analysis software for the evaluation of Knowledge Directed... |
|
Experimental |
| 7 |
engrsabakhan/Automated-Essay-Scoring-2.0
A complete implementation of the Learning Agency Lab Automated Essay Scoring... |
|
Experimental |
| 8 |
sankalpjain99/Automatic-Essay-Scoring
Created a web app that can automatically score essays. The grading model was... |
|
Experimental |
| 9 |
Gaurav-Pande/AES_DL
Automated Essay Scoring using BERT |
|
Experimental |
| 10 |
ogozuacik/automated_essay_scoring
Automated essay scoring using stylometric features on the texts |
|
Experimental |
| 11 |
KashyapBhat/Paper-Evaluation-using-AI-ML
A machine learning application to automatically evaluate examination papers.... |
|
Experimental |
| 12 |
ghoulmann/Open_Prose_Metrics
Web application that analyzes prose writing and provides data to support... |
|
Experimental |
| 13 |
KoftaCrew/NLP-Marker-Frontend
Helping teachers get insights and assist essay, or short paragraph questions... |
|
Experimental |
| 14 |
ZhiquAI/zhiyue3.0
智阅AI - 专为初中历史教师设计的智能阅卷助手。结合OCR识别和NLP技术，提供多维度评分、深度数据分析，让阅卷更高效、更智能。 |
|
Experimental |
| 15 |
aliivaezii/MALTO
2nd place · Detect AI-generated text across 6 classes · ModernBERT + LDAM +... |
|
Experimental |
| 16 |
freiwi/CVE-2025-8110
🔍 Detect improper symbolic link handling in Gogs' PutContents API, exposing... |
|
Experimental |
| 17 |
madibabaiasl/EnhancedArmEdgeNLP2024
Improving Robotic Arms through Natural Language Processing, Computer Vision,... |
|
Experimental |
| 18 |
Muhammad-Farooq13/Prompt-source-intelligence
Portfolio-grade NLP system that classifies prompt origins from OpenOrca data... |
|
Experimental |
| 19 |
Jay22519/Automatic-Answer-checker-
Creating an automatic answer checker web application for students and... |
|
Experimental |
| 20 |
Echosphere-io/semantic-validity-architecture
THE THEMIS PROJECT — Phase I: Reconciling human and digital ontologies.... |
|
Experimental |
| 21 |
skyvv4lker/AutoJudge-Predicting-Programming-Problem-Difficulty
AutoJudge is a machine learning system that predicts the difficulty class... |
|
Experimental |
| 22 |
arnabm14/Subjective_Answer_Checker
Automatic Subjective Answer Checker is a GUI based software coded purely in... |
|
Experimental |
| 23 |
regalstreak/autoCorrect
Automated college test paper correction platform using NLP (semantic similarity) |
|
Experimental |
| 24 |
insafhamdi/AI-hayling
AI-powered scoring tool for the Emotional and Classic Hayling Test |
|
Experimental |
| 25 |
iuruoy-shao/training-problems
The AMC Problem Trainer sources past AMC problems adaptively to improve... |
|
Experimental |
| 26 |
altruistcoder/Digivision
A deep learning based application which is entitled to help the visually... |
|
Experimental |
| 27 |
haku07210/AutoJudge-Project
🤖 Predict programming problem difficulty with AI using text analysis and... |
|
Experimental |
| 28 |
kishorekrrish3/AutoGradeAI
A Streamlit-based app using EasyOCR, TextBlob & SentenceTransformers to... |
|
Experimental |
| 29 |
Yagwar/ASAG_Test
Automatic Short Answer Grading experiments |
|
Experimental |
| 30 |
Gamicop/JudgeSim
🤖 Evaluate your hackathon projects with JudgeSim, an AI tool that predicts... |
|
Experimental |
| 31 |
anaistack/cefr-asag-corpus
A corpus of short answers written by learners of English and graded with CEFR levels |
|
Experimental |
| 32 |
Bhargav-567/Testing-repo
ExamSys (currently under dev & testing) is a Django employed web app with... |
|
Experimental |
| 33 |
utcrxsh/Autoassign
AutoAssign is an automated assignment checking system that evaluates answer... |
|
Experimental |
| 34 |
kushalpatel0265/Examination-Checker
Streamlit app for exam answer evaluation and analysis |
|
Experimental |
| 35 |
sumitsolanki8055/AutoJudge-Project
"AI-based tool to predict programming problem difficulty using Random Forest." |
|
Experimental |
| 36 |
RagingTiger/PnF_nlp
Admissions essay scoring application for TEssay Analytics |
|
Experimental |
| 37 |
gonzalo-cordova-pou/MLADHD
Identifying potential distractions within VR software. By integrating CNNs,... |
|
Experimental |
| 38 |
Tenvence/ulra
Official Code of ACL 2023 (long, main conference) paper "Aggregating... |
|
Experimental |
| 39 |
gabriel-ab/open-question-scorer
This project aimed to built a full system of open question scoring for a... |
|
Experimental |
| 40 |
faseeh41/Fire-Detection-Using-YOLOV8
Fire detection using YOLOv8 involves utilizing a state-of-the-art object... |
|
Experimental |
| 41 |
awsaf49/automated-essay-scoring-2
Automated Essay Scoring 2.0 | Improve upon essay scoring algorithms to... |
|
Experimental |
| 42 |
Ophiase/Stochastic-Vector-Oracle-Consensus
⚡️ StarkHack Contest : Establish on-chain consensus using smart contract... |
|
Experimental |
| 43 |
SejalKankriya/third-eye
AI-based 360-degree object detection and assistance for visually impaired people |
|
Experimental |
| 44 |
kiddyboots216/feast
Decentralized Online Learning API for YC Hackathon 2018 |
|
Experimental |