Hello!
I'm working on a small NLP project that summarizes text and is currently running well in the terminal. I'm looking for some assistance with integrating a web interface using Flask.
“Scope of Project: This project aims to develop an advanced research article summary generator using Natural Language Processing (NLP) techniques. The system will accept research paper content as input and generate concise, accurate, and informative summaries. The generated summaries will be evaluated using various metrics such as ROUGE, BLEU, BERTScore, and METEOR to assess the similarity between the generated summary and the actual content.”
Breakdown of the project and what I need help with:
•Project Setup:
o Summarization model: Pretrained BART
o Web Framework: Flask
o Interface: HTML, JavaScript, and CSS
o Code Completion: 85-90%
• Tasks:
1. Connect the summarization model to the web interface for user interaction.
2. Implement exception and error handling mechanisms to ensure a smooth user experience.
3. Structure the code effectively by dividing it into appropriate classes for better maintainability.
4. Implement minor improvements to the graphical user interface, such as changing button colors for visual appeal.
5. Deployment
Estimated Time: 1-1.5 hours
I'd appreciate it if you could explain the changes and fixes you make as we work together, allowing me to learn and improve my skills.
Project Files: https://mega.nz/file/p78yFLBK#ufVzBB2-0GDboaSEC2Q5tcbBRjsr99exZtb_HZW8vSI
• app.py (main Flask application)
• bart.py (summarization model code)
• index.html (web interface code)
• Other files (practice code not essential for the project)
Thank you for your time and consideration!
Location: Anywhere
Posted: Aug. 16, 2024, 2:36 p.m.
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