CIRCE Divines LLM Task Complexity from Constraint Structure
CIRCE is introduced, which extracts a problem's structure by using a cheap LLM to construct a Constraint Intermediate Representation that deterministically compiles into the constraint graph.
Chen-Hao Hong, Jia-Kai Xu, Kaushiki Singh et al.
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