Skip to content

v2.0: Semantic TF-IDF Extension

Latest

Choose a tag to compare

@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.