The Sentence Rephrasing Web Application is a Flask-based web application designed to provide users with the ability to input a sentence and choose a rephrasing style. The application uses the NLTK library for basic synonym replacement, offering four rephrasing styles: Simple English, Academic English, Fluency, and Technical English.
Text Processing: Input text is tokenized to individual words, and synonyms are identified using NLTK's WordNet corpus or pre-trained word embeddings models. 📝➡️🔤🔄
Paraphrase Styles: Different styles of paraphrasing are implemented by adjusting synonym selection criteria. For example, simple paraphrasing selects basic synonyms, while academic paraphrasing prioritizes formal language. 🎨🔄📚
• Web Interface: Users can interact with the application through a simple web interface.
• Synonym Replacement: The application utilizes the NLTK library to replace words in the input sentence with their synonyms based on the selected rephrasing style.
• Rephrasing Styles:
• Simple English: Uses basic synonyms suitable for simple language.
• Academic English: Focuses on more formal and academic synonyms.
• Fluency: Allows for a mix of synonyms to enhance language fluency.
• Technical English: Utilizes technical synonyms for a more specialized vocabulary.
• Flask: Web framework for Python.
• NLTK: Natural Language Toolkit for language processing.
- Install dependencies: pip install Flask nltk
- Run the Flask application: python app.py
- Access the application in a web browser at http://127.0.0.1:5000/.
- Enter a sentence, choose a rephrasing style, and click the "Rephrase" button.
• Explore additional language processing libraries or algorithms for more advanced rephrasing capabilities.
• Implement user authentication and storage for rephrased sentences.
• Enhance the user interface for improved user experience.
