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Characterizing Language Generation in the Limit: Finite Witnesses and a Separation-Width Hierarchy

Li, Xiaoyu et al.
arXiv (All) · Papers
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formal-languages-and-automata-theorymachine-learning
Language generation in the limit asks for valid unseen elements from every exhaustive positive presentation of an unknown infinite language. We characterize this task for arbitrary families over a countable universe. Generation is possible exactly when each target can be assigned a finite positive w
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