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emnlp

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Compile by Training turns a language specification into a reusable local neural function News

A new EMNLP demonstration system uses teacher-generated examples to train a compact task-specific adapter from a natural-language specification, reporting 83.6% semantic accuracy on a difficult subset where a fast compiler achieved 22.4% mean LEM.