NLP Project Proposal#
1. Project Overview#
Project Title: [Your Project Title]
Team Name: [Your Team Name]
Team Members: [List of team members and their roles]
2. Project Background and Objectives#
Background and motivation for the project
Problem statement or goals to be achieved
3. Project Description#
3.1 Key Features and Characteristics#
Description of the core functionalities of the NLP application
Unique features or innovative approaches
3.2 Technologies#
NLP techniques to be utilized (e.g., text preprocessing, word embeddings, transformer models)
Language model APIs to be used (e.g., GPT-3, BERT)
Web application development framework
3.3 Dataset#
Description of the dataset(s) to be used
Data collection and preprocessing methods
4. Development Plan#
4.1 Detailed Plan by Development Phase#
Planning Phase (Weeks 1-3)
Development Phase (Weeks 4-12)
Testing and Improvement Phase (Weeks 13-14)
Final Presentation Preparation (Week 15)
4.2 Role Distribution#
Main responsibilities and tasks for each team member
5. Expected Deliverables#
Key features and characteristics of the NLP application to be developed
Draft or mockup of the user interface
Anticipated outcomes and impact
6. Evaluation Plan#
Project success criteria
Performance metrics and evaluation methods
7. Future Development Potential#
Possibilities for project expansion
Potential real-world applications and commercialization opportunities
8. References and Resources#
Relevant research and reference materials
Open-source projects or libraries to be utilized
9. Appendices#
Project timeline (e.g., Gantt chart)
Team operating rules or collaboration methods