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Constraint-Aware Training

Kim, Jinwoo
arXiv (All) · Papers
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machine-learning
When generating programs with language models, constrained decoding can apply program analyses to exclude tokens that violate syntax, scope, or typing rules. However, there is a duplication: standard training already teaches the model to suppress the tokens rejected by these analyses. This duplicati
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