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Programming-by-Examples (PBE) involves synthesizing an intended program from a small set of user-provided input-output examples. A key PBE strategy has been to restrict the search to a carefully ...

This work shows how one can use large-scale Language Models (LMs) to automatically generate programming problems with verified solutions, in the form of “programming puzzles,” which can then in turn ...