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FoSS: GFlowNets for Dynamic Span LMs

FoSS: GFlowNets for Dynamic Span LMs

FoSS introduces a GFlowNets framework for generating text via dynamic span vocabularies in a DAG-structured state space. It enables flexible segmentation of retrieved text and explores diverse compositional paths. Empirically, it boosts MAUVE scores by 12.5% and excels in knowledge tasks.

ArXiv AIResearchFeb 12#research#foss#v1