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Concepthierarchical constraint satisfaction

Hierarchical Constraints

A multi-level nested constraint system in classical Chinese poetic prosody, spanning tonal patterns of individual characters, intra-line tonal alternation, inter-couplet parallelism and adhesion rules, and full-poem structural requirements. The concept is also used as a theoretical framework for evaluating global planning and reasoning in large language models.

Timeline (last 90 days)

Sep 18

The research team designed five behavioral probes to test models' ability to satisfy hierarchical constraints.

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Sep 18

Hierarchical constraints are a core feature of classical poetry prosody, with constraints nested layer upon layer from individual character tones and intra-line tonal patterns to inter-couplet adhesion rules and the overall structural progression of the full poem.

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