KGD-dataset / text_emb /README.md
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Text Embeddings for the Semantic Axis of KGD-BMTP

The semantic axis uses text embeddings with the following configuration:

  • Model: Qwen3
  • Embedding Dimension: 32

Each prompt follows the template:

"item title: {item title}, progressive level categories: {category level 1} -> {category level 2} -> ... -> {category level n}".

For example:

"item title: The Phantom Tollbooth, progressive level categories: Arts, Crafts & Sewing -> Model & Hobby Building -> Pre-Built & Diecast Models"
"item title: Brambly Hedge Pattern Book, progressive level categories: Arts, Crafts & Sewing -> Sewing -> Sewing Patterns & Templates"