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.
Evaluation should consider the poem’s overall ef- fect—whether it resonates emotionally with the reader and stimulates diverse interpretations and re- flections
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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.