Popular GitHub Repositories for Essay Grading

Turn topics into essays in seconds!

Mimix: A Text Generation Tool and Pretrained Chinese Models

[BEA @ ACL 2023] General-purpose tool for linguistic features extraction; Tested on readability assessment, essay scoring, fake news detection, hate speech detection, etc.

Custom Nodes for ComfyUI that perform color grading based on the latent tensor value range

AI chatbot, Lecture Summarizer, Essay Writer and Questions Generator.

An Extension for Automatic1111 Webui that performs color grading based on the latent tensor value range

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.

MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.

Master the art of building and enhancing AI agents. Learn to develop flow-based applications, implement agentic search, and incorporate human-in-the-loop systems using LangGraph's powerful components.

Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.

Automated Essay Scoring using BERT

[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

✍️ Assess your IELTS essay and receive a grade using this application and some Machine Learning!

An implementation of the Anthropic's paper and essay on "A statistical approach to model evaluations"

LLM - Detect AI Generated Text || Identify which essay was written by a large language model

[ICCV 2025] Video Color Grading via Look-Up Table Generation

An automated assignment grading system that leverages LLMs and AI to enhance grading efficiency and reliability. It includes modules for data input, criteria definition, AI integration, consistency checks, and comprehensive reporting, aimed at improving educational outcomes.

Multi-Relational Graph Transformer for Automatic Short Answer Grading (NAACL 2022)

This project implements an advanced Retrieval Augmented Generation (RAG) workflow to enhance question-answering accuracy and reduce LLM hallucinations. It leverages LangGraph to create a stateful, multi-step process that includes document retrieval, relevance grading, and web search fallback.

Tutor-Ai is a SaaS platform for teachers to manage class quizzes and grade student submissions using OCR technology. Built with Django, it features Llama-3 & Gemma:7b, Google Vision API integration for automatic grading, and is hosted on Google Cloud. It offers a secure, scalable, and user-friendly solution for educators.