This half-semester-long project allows you to explore and contribute to the field of Natural Language Processing (NLP) through hands-on research and development. Working in teams, you will propose and execute an innovative NLP project that addresses a real-world problem.
Write a proposal consisting of 5-8 pages (excluding references and appendix) using the provided template. Your proposal should offer a thorough description of your project.
Project Title (create an engaging and impactful title)
Course ID and Course Name
Team Member Information:
A concise summary (200-300 words) addressing:
Complete project overview and objectives
Intellectual merit and technical innovation
Broader societal and field impact
Objectives
Clear statement of project goals
Specific deliverables achievable within semester
Related Work
Analysis of relevant academic research
Review of existing industry solutions
Methodology
Detailed technical approach
Development framework
Weekly Schedule
Detailed milestone breakdown
Key deliverables and deadlines
Properly formatted citations of all referenced work.
In the Appendix, list each team member's name and their percentage of contribution to the proposal development. The percentages should total 100%.
Submit your proposal report in PDF to Canvas.
Academic majors
Contact information
Motivation
Project's societal value and importance
Target beneficiaries or applications
Potential real-world impact
Problem Statement
Specific NLP challenge being addressed
Current limitations in the field
Technical barriers to overcome
Innovation
Unique aspects of proposed approach
Comparative analysis with existing solutions
Technical or methodological advances
Differentiation of proposed approach
Preliminary Work (optional)
Summary of completed research/prototypes
Initial findings and insights
Remaining work for semester
Quality assurance methods
Research (if applicable)
Dataset description and preparation
Experimental design
Evaluation metrics
Validation approach
Team Responsibilities
Individual task assignments
Role distribution
Collaboration methods
Progress tracking plan