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Releases: CmsChase/cf-difficulty-prediction

v2.0: Semantic TF-IDF Extension

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@CmsChase CmsChase released this 03 Jul 12:18
4335095

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

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@CmsChase CmsChase released this 02 Jul 12:45
4618a9c

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

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@CmsChase CmsChase released this 30 Jun 10:34

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