Auto-Scoring Project Proposals
The Problem
- lots of effort to approve/reject essays
- Bullet Three
The Solution
- auto-score essays
- training data
How Scoring Works
- no prices, emails
- requires need statement
- need statement should match resource list
- [screenshot of form?]
Challenges
- Bullet One
- Bullet Two
- Bullet Three
Results
- AUC
- ROC Curve
- Bullet Two
- Bullet Three
Features
- essays missing
- chart of most influential
- Bullet Three
Chart: Influential Feature 1
Influential Words
Horizontal Bar chart here
Chart: Influential Feature 2
Chart: Influential Feature 1
Recommendation
- rule-based system
- Bullet Two
- Bullet Three
Next Steps
- consider spelling errors
- All caps
- Topic modeling