README.md

metadata

title: Language Learning App - Grammar Checker
emoji: 🎓
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.15.0
app_file: app.py
pinned: false
license: mit

Language Learning Application - Grammar Checker

An AI-powered language learning application that provides:

Features

• 📝 Writing Analysis: Submit your writing for automated grammar checking and error correction
• 🏋️ Exercise Creation: Generate grammar exercises from text containing errors
• ✏️ Exercise Practice: Practice with generated exercises and get scored feedback
• 📊 Progress Tracking: Track student progress across submissions and exercises

How to Use

For Students:

1. Writing Analysis: Enter your name and paste your writing in the "Writing Analysis" tab
2. Exercise Practice: Use exercise IDs to practice grammar exercises
3. View Progress: Check your improvement over time

For Teachers:

1. Create Exercises: Use the "Exercise Creation" tab to generate exercises from error-containing text
2. Monitor Progress: Track student submissions and exercise performance
3. Assign Practice: Share exercise IDs with students for targeted practice

Technology

• Neural Networks: Uses advanced T5 and ELECTRA models for grammar error detection and correction
• Models:
  • Zlovoblachko/Realec-2step-ft-realec for grammar correction
  • Zlovoblachko/4tag-electra-grammar-error-detection for error detection
• Database: SQLite for storing submissions, exercises, and progress
• Interface: Gradio for easy-to-use web interface

Example Usage

1. Submit Writing: "I have went to the store yesterday" → "I went to the store yesterday"
2. Create Exercise: Input text with errors → Get numbered sentences for practice
3. Practice: Correct the sentences → Get immediate feedback and scoring

Educational Value

This application helps language learners by:

• Providing immediate feedback on grammar errors
• Creating personalized practice exercises
• Tracking learning progress over time
• Offering detailed error analysis and corrections

Perfect for ESL students, writing practice, and grammar skill development!