Tree-of-Writing achieves 0.93 Pearson correlation with human judgments by using a tree-structured workflow to aggregate sub-feature scores, outperforming standard LLM-as-a-judge and overlap metrics on the new HowToBench.
• Essay: Circular reasoning with no progressive analysis (e.g., merely listing pros and cons without further comparative sum- maries); merits a 1–2 point deduc- tion
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HoWToBench: Holistic Evaluation for LLM's Capability in Human-level Writing using Tree of Writing
Tree-of-Writing achieves 0.93 Pearson correlation with human judgments by using a tree-structured workflow to aggregate sub-feature scores, outperforming standard LLM-as-a-judge and overlap metrics on the new HowToBench.