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Associated to a convex integral polygon is a cluster integrable system constructed from the dimer model. We compute the group of symmetries of , called the (2-2) cluster modular group, showing that it is a certain abelian group conjectured by Fock and Marshakov. Combinatorially, non-torsion elements of are ways of shuffling the underlying bipartite graph, generalizing domino-shuffling. Algebro-geometrically, is a subgroup of the Picard group of a certain algebraic surface associated to .

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