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Mateusz Sidor

Mateusz Sidor

Aug 20, 20261 min read

  • person
  • search
  • search-quality

Mateusz Sidor

Engineer at Allegro. Co-author of Allegro’s Relevance Assessment Tool (RAT), an LLM-as-a-judge framework for automating search relevance evaluation across Allegro’s multilingual e-commerce catalog.

Articles in This Vault

  • Automating Search Relevance Assessment at Scale with LLM-as-a-Judge — Allegro’s RAT framework; multilingual annotation dataset, prompt design, local model migration

Concepts

  • LLM as Judge
  • Judgment Lists
  • NDCG

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  • Mateusz Sidor
  • Articles in This Vault
  • Concepts

Backlinks

  • Automating Search Relevance Assessment at Scale with LLM-as-a-Judge
  • Allegro
  • Judgment Lists
  • LLM as Judge
  • NDCG (Normalized Discounted Cumulative Gain)
  • 2026.34
  • Model Selection and Fine-Tuning Evaluation
  • Search Quality Assurance
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