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HiBayES: Improving LLM evaluation with hierarchical Bayesian modelling

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Outline · 30 paragraphs

  1. The Challenges of LLM Evaluation¶3
  2. The conventional analysis approach¶7
  3. HiBayES: A Statistical Modelling Framework¶9
  4. Practical Applications and Results¶16
  5. Practical Benefits¶23
  6. Looking Forward¶26