Releases: CmsChase/cf-difficulty-prediction
Releases · CmsChase/cf-difficulty-prediction
Release list
v2.0: Semantic TF-IDF Extension
This release adds the v6 semantic statement-text modeling extension.
Highlights:
- Adds cached statement text extraction
- Adds semantic TF-IDF cold-start experiments
- Adds v6 results summary generation
- Adds standalone v6 Markdown paper and PDF
- Updates README and website documentation
- Keeps v5 full API benchmark separate from the v6 ridge-based comparison setup
Main result:
TF-IDF alone is weak, but semantic statement text adds complementary cold-start signal when combined with metadata and lightweight statement-structure features.
v1.4: Final v5 project website and presentation polish
Final presentation polish for the v5 research project.
Highlights:
- Adds GitHub Pages project website
- Adds lightweight browser-side demo
- Adds reviewer-friendly project overview
- Keeps v5 research results, paper, README, and reviewer guide aligned
- Adds final fixed v5 paper artifacts
- Tests: 79 passed
v1.3: Final v5 research release
Final v5 research release.
Highlights:
- Adds statement text-light cold-start extension
- Adds fixed v5 English paper
- Adds reviewer guide
- Adds project overview diagram
- Adds GitHub Actions test workflow
- Adds MIT License
- Tests: 79 passed